This chapter contains sections titled: Analogy with Human Action The Dependency Theses Are Deep Interpretations Weakly Dependent on Surface Interpretations? Consequences for the Constitutive Dependency Thesis.

Purpose: Whereas ethical considerations on imaging techniques and interpretations of neuroimaging results flourish, there is not much work on their preconditions. In this paper, therefore, we discuss epistemological considerations on neuroimaging and their implications for neuroethics. Results: Neuroimaging uses indirect methods to generate data about surrogate parameters for mental processes, and there are many determinants influencing the results, including current hypotheses and the state of knowledge. This leads to an interdependence between hypotheses and data. Additionally, different levels of description are (...) involved, especially when experiments are designed to answer questions pertaining to broad concepts like the self, empathy or moral intentions. Interdisciplinary theoretical frameworks are needed to integrate findings from the life sciences and the humanities and to translate between them. While these epistemological issues are not specific for neuroimaging, there are some reasons why they are of special importance in this context: Due to their inferential proximity, 'neuro-images' seem to be self-evident, suggesting directness of observation and objectivity. This has to be critically discussed to prevent overinterpretation. Additionally, there is a high level of attention to neuroimaging, leading to a high frequency of presentation of neuroimaging data and making the critical examination of their epistemological properties even more pressing. Conclusions: Epistemological considerations are an important prerequisite for neuroethics. The presentation and communication of the results of neuroimaging studies, the potential generation of new phenomena and new 'dysfunctions' through neuroimaging, and the influence on central concepts at the foundations of ethics will be important future topics for this discipline. (shrink)

In the product-design domain, metaphors are used as a means of communication between designers and users. A designer generates a metaphor by deciding on a quality of a target to highlight and selecting a corresponding source that conveys this quality; the user interprets the designer’s intentions via the end product. The depth of the generated metaphor can be assessed by the extent to which the highlighted quality is salient for the target: Metaphors focusing on a salient quality of the target (...) are termed “surface” metaphors, whereas those focusing on a non-salient quality are called “deep” metaphors. In this article, we investigated both the effect of the expertise level of the designer and different types of intention on metaphor depth, through a study in which groups of expert and novice designers were asked to generate metaphors and external judges evaluated the depth of the metaphors created. Results indicated that having a pragmatic intention.. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Roger A. Shiner GETTING TO KNOW YOU IN pursuits OF happiness, Stanley Cavell attempts to establish the existence of a previously unrecognized genre of film — "comedies of remarriage " — which both includes and is defined by such movies as Adam's Rib, Bringing Up Baby, and TL· Philadelphia Story. l By "marriage" and "remarriage " is meant a certain kind of enduring emotional intimacy with which we as (...) adult men and women will be involved, an intimacy which is an integral part of the human form of life and whose relationship to an institutionally supported legal status in our culture is not one of identity. The same is true for the concept of "divorce" in this context. Using some of Cavell's interpretive ideas as a starting point, I shall seek to present the genre of remarriage as a figure for the profoundest relationships of epistemology and metaphysics — the relationship of the knower to the world which is known and the relationship of the individual to die other individuals widi whom society is shared. Specifically, divorce and remarriage as part of human life are to be seen as figures for separation and kinship, avoidance and acknowledgement in the philosophical sense of those terms.2 My discussion proceeds on several levels. There is film criticism, which attempts to find significance in certain movies. There is an examination of values, which presents a certain view ofmarriage as a human relationship. There is some metaphysics, which addresses certain traditional philosophical problems in a nontraditional way. And finally there is metaphilosophy, which attempts to present a different way ofhow to ask, and how to acknowledge as being answered, the great questions of philosophy. Only the latter two projects could be described as "philosophical" in a conventional sense. Yet, as Arthur Danto has rightly remarked,3 Cavell in Pursuits ofHappiness seems to be trying to suggest that to blur deliberately the distinction between criticism and philosophy is to show something 80 Roger A. Shiner81 important about philosophy (and thus criticism as well). If this essay in some small way is thought to show something similar, I shall be pleased. Cavell begins his chapter on It Happened One Night with some ruminations on Locke, Hume, Kant, and the idea of the limitations of human reason. Kant undertakes to show, Cavell claims (PH, pp. 75-76), that our position as human knowers is both better and worse than the Empiricists suggest. It is worse, because even if we pressed human knowledge to its Kantian limits, we would know more but not enough to fulfill the philosopher 's dream. It is better, because the very facts that are limitations of human knowledge are also the necessary conditions ofknowledge as such and to know those conditions clearly is enormously to increase human knowledge. The link between the limitations ofhuman knowledge and the comedies of remarriage is forged by the thought (CR, p. 74) that the capacity to relate oneself to the world by knowledge and the capacity to relate oneselfto others by marriage are both constitutive ofhuman society. Human community is based in part on the fact that there are limitations as to what each of us as individual knowers can know. We need each other's knowledge. If one of us were per impossibile to transcend the limitations of human knowledge, he would know, as it were, what God knows and thus have the power that God has. But the existence of these limitations reveals something deep about human knowledge, something which traditional theory of knowledge rejects, namely that it is human. Human knowledge is limited, but it is genuine. It rests on no surer a foundation than human community, but human beings are a community. We need each other, but we are there for each other. Community, and therefore knowledge, does not need to be achieved: it exists.4 Similarly, the conventions in society limiting the capacity to relate oneselfto others by marriage (one at a time, and only under protest not one forever) reveal something deep about the nature of marriage. The mutuality of the intimacy ofmarriage is possible only in conjunction with the exclusiveness of marriage. Only by turning away from all others can the taking into... (shrink)

Arthur Danto's work has always affirmed a deep relationship between philosophy and art. These essays explore this relationship through a number of concrete cases in which either artists are driven by philosophical agendas or their art is seen as solving philosophical problems in visual terms. The essays cover a varied terrain, with subjects including Giotto's use of olfactory data in _The Raising of Lazarus; _chairs in art and chairs as art; Mel Bochner's Wittgenstein drawings; the work of Robert Motherwell, (...) Andy Warhol, and Robert Irwin; Louis Kahn as "Archai-Tekt"; and visual truth in film. Also featured are a meditation on the battle of Gettysburg; and a celebration of the Japanese artist Shiko Munakata, an essay that is partly autobiographical. Arthur C. Danto is one of the most original and multitalented philosophers writing today, a thinker whose interests traverse the boundaries of traditional understandings of philosophy. Best known for his contributions to the philosophy of art and aesthetics, Danto is also esteemed for his work in the history of philosophy, the philosophy of history, philosophical psychology, and action theory. These two volumes, each with an introduction by the author, contain essays spanning more than twenty-five years that have been selected to highlight the inseparability of philosophy and art in Danto's work. Together they present the thinking of Arthur C. Danto at his very best. (shrink)

One of the main challenges in consciousness research is widely known as the hard problem of consciousness. In order to tackle this problem, I utilize an approach from theoretical physics, called stochastic electrodynamics (SED), which goes one step beyond quantum theory and sheds new light on the reality behind matter. According to this approach, matter is a resonant oscillator that is orchestrated by an all-pervasive stochastic radiation field, called zero-point field (ZPF). The properties of matter are not intrinsic but acquired (...) by dynamic interaction with the ZPF, which in turn picks up information about the material system as soon as an ordered state, i.e., a stable attractor, is reached. I point out that these principles apply also to macroscopic biological systems. From this perspective, long-range correlations in the brain, such as neural gamma synchrony, can be interpreted in terms of order phenomena induced and stabilized by the ZPF, suggesting that every attractor in the brain goes along with an information state in the ZPF. In order to build the bridge to consciousness, I employ additional input from Eastern philosophy. From a comparison between SED and Eastern philosophy I draw the conclusion that the ZPF is an appropriate candidate for the substrate of consciousness, implying that information states in the ZPF are associated with conscious states. On this basis I develop a conceptual framework for consciousness that is fully consistent with physics, neurophysiology, and Eastern philosophy. I argue that this conceptual framework has many interesting features and opens a door to a theory of consciousness. Particularly, it solves the problem of how matter and consciousness communicate in a causally closed functional chain, it gives a physical grounding to existing approaches regarding the connection between consciousness and information, and it gives clear direction to future models and experiments. (shrink)

In our paper "Surface and Deep Interpretation," we sought to provide detail and texture to Arthur Danto's views on interpretation, thereby explicating and defending them (as published in Mark Rollins, ed., Danto and His Critics (Blackwell, originally published 1993; second edition 2012). Leddy objects to our views; in the end, Danto's view, given our explication of it, remains tenable.

This dissertation is devoted to dual-process theories, widely discussed in the recent literature in cognitive science. The author argues for a significantly modified version of the account suggested by Samuels (2009), replacing the distinction between ‘Systems’ with a distinction between ‘Types of processes,’ which allows a critique of both the (only) modularist accounts and the accounts describing a deep difference between two systems each having their specificities (functional, phenomenological and neurological). In the account of dual-process theories developed here, the (...) distinction between ‘Types of processes’ is considered, a priori, only as a heuristic distinction allowing to better understand the mind and to explain some of its properties. The main idea defended in this dissertation is that cognitive processes should be distinguished by their position in a multidimensional conceptual space allowing researchers to consider all of the characteristics and peculiarities attributed to a process, which is preferable to accounts forcing the process into either ‘System’ or either ‘Type’ identified in the most influential approaches (cf. Evans, 2008). Once this research program is in place, it will become possible to revise the concepts used and the categories defined to ground anew some of the notions we find in the literature (‘module,’ ‘System 1 / 2,’ etc.). The argument is made in three steps: -/- 1) The first chapter aims at a clarification of the notion of ‘module’ commonly used in cognitive science. Against the accounts aiming at a weakening of the notion in order to classify all of the mind’s processes as modular, the author – following most notably Faucher and Poirier (2009) and Samuels (2006) – casts doubt on how this notion is used by many influential authors, particularly in evolutionary psychology (e.g. Barrett, Carruthers, Cosmides, Tooby). -/- 2) The objective of the second chapter is to present, examine and criticize many dual-process theories and to suggest that no theory currently discussed is adequate to describe the architecture of mind. The accounts, especially influent or representative, suggested by Stanovich (1999; 2004; 2009), by Evans (2008; 2009), by Lieberman (2007; 2009) and by Carruthers (2006; 2009), are examined. -/- 3) In the third chapter, the author criticizes the framework developed by Samuels (2009) before developing his own account of dual-process theories and discussing some of its advantages. (shrink)

Russian Marxism was fairly late to address building its own understandings of the Russian historical process. Moreover, the Bolsheviks did not have their own historiography of “Russian history” despite the fact that, beginning in 1918, they began more and more vehemently claiming not just total ideological control but also intellectual hegemony. A confrontation between “Marxist” and “non-Marxist” understandings arose. At the same time, the real disputes within the camp of Marxist historians came down to a confrontation between the versions of (...) the historical process proposed by Georgi V. Plekhanov and Mikhail N. Pokrovskii back in the 1910s. This article broadly analyzes the disputes in the Marxist camp, from pressing political implications such as attitudes toward the state to the definition of the place of “historical facts” in theory and interpretation. We also demonstrate that it was, in fact, the understandings of Plekhanov, Leon D. Trotsky, and Pokrovskii that continue, both explicitly and implicitly, the legacy of Vasily O. Klyuchevsky’s historical schema and his understanding of the “state school,” a legacy that has remained unstudied until now. (shrink)

Early and accurate diagnosis of glaucoma is critical for avoiding human vision deterioration and preventing blindness. A deep-neural-network model has been developed for the diagnosis of glaucoma based on Heidelberg retina tomography, called “Seeking Common Features and Reserving Differences Net” to make full use of the HRT data. In this work, the proposed SCRD-Net model achieved an area under the curve of 94.0%. For the two HRT image modalities, the model sensitivities were 91.2% and 78.3% at specificities of 0.85 (...) and 0.95, respectively. These results demonstrate a significant improvement over earlier results. In addition, we visualized the network outputs to develop an interpretation of the learned mechanism for discriminating glaucoma and normal images. Thus, the SCRD-Net can be an effective diagnostic indicator of glaucoma during clinical screening. To facilitate SCRD-Net utilization by the scientific community, the code implementation will be made publicly available. (shrink)

The article explores how a new dimension of emotion – depth – is crucially important for a better understanding of emotion and its connection to rationality. It begins by identifying that depth is trapped in a circularity in which deep emotions are important because they refer to deep and important aspects of people’s lives. Following Danto’s discussion of deep interpretation (1981), it suggests that it is the contrast between deep and superficial that grants emotional perspective (...) and the ability to identify levels of emotional depth. After arguing that the emotional perspective is grasped by the narrative structure of emotion, it raises several objections that provide the ground to establish a difference between deep and profound. Then the paper concludes that the meaning of emotional depth is only fully understood in the ongoing contrast with the superficial described before, and states how further research on depth of emotion may provide the key to understanding the ambivalent status of emotions regarding their link to rationality. (shrink)

This paper points to a more viable theory of interpretation on the basis of opposing the missteps in Arthur Danto’s theory. By noting the incongruities in Danto’s theories of art and interpretation, a theory of interpretation emerges which unifies its varieties on the basis of the view of the human person as a culturally embodied and enlanguaged primate. A feature notably absent from Danto’s own account.

B a c k g r o u n d. According to a common prejudice, especially prevalent among philosophers in the continental tradition, the philosophy of everyday language (sometimes referred to as Oxford philosophy), with its focus on what we usually say and mean, fundamentally expresses a positivist attitude. Herbert Marcuse (1898-1979), who significantly contributed to the spread of this view, interprets the appeal to the concept analysis in these philosophers' writings as purely ideological: it fails to recognize the constructed (...) nature of the social and views the social as a domain of brute facts where critical thinking should cease. Therefore, to grasp the essence of the ordinary language philosophy, it is crucial to identify the prerequisites for the emergence of this philosophical style and delve into its historical context. M e t h o d s. In this article, the author employs the method of historical-philosophical reconstruction to clarify the conditions of the formation and genesis of Oxford philosophy. General scientific methods of cognition – such as analysis, synthesis, and generalization – are used to elucidate key ideas and concepts that influenced the development of Oxford philosophy's method. Additionally, methods of systematization and comparison are applied. R e s u l t s. The article identifies the historical prerequisites for the formation of Oxford philosophy, specifying the key ideas and concepts that impacted the development of the ordinary language philosophy. It clarifies the distinctions and interconnections between the concepts of the philosophy of everyday language and Oxford philosophy. C o n c l u s i o n s. For ten years following the end of the Second World War, the University of Oxford became a hub of exceptionally productive philosophical activity. This period laid the groundwork for the emergence of a new and original philosophical movement known as the "Ordinary language philosophy" or "Oxford philosophy". However, equating the ordinary language philosophy entirely with Oxford philosophy is not accurate. The former term pertains specifically to the methodology of analyzing natural language expressions in the post-World War II era. In contrast, Oxford philosophy encompasses a broader historical context, including the pre-war period of philosophical activity at the University of Oxford. Thus, Oxford philosophy should be understood as a historical-philosophical stage that ultimately led to the formation of the philosophy of everyday language. (shrink)

Following a bi-cylindrical model of geometrical dynamics, our study shows that a 6D-gravitational equation leads to geodesic description in an extended symmetrical time–space, which fits Hubble-like expansion on a microscopic scale. As a duality, the geodesic solution is mathematically equivalent to the basic Klein–Gordon–Fock equations of free massive elementary particles, in particular, the squared Dirac equations of leptons. The quantum indeterminism is proved to have originated from space–time curvatures. Interpretation of some important issues of quantum mechanical reality is carried (...) out in comparison with the 5D space–time–matter theory. A solution of lepton mass hierarchy is proposed by extending to higher dimensional curvatures of time-like hyper-spherical surfaces than one of the cylindrical dynamical geometry. In a result, the reasonable charged lepton mass ratios have been calculated, which would be tested experimentally. (shrink)

Despite technological and interpretative advances, the non-invasive modalities used for pre-surgical evaluation of patients with drug-resistant epilepsy, fail to generate a concordant anatomo-electroclinical hypothesis for the location of the seizure onset zone in many patients. This requires chronic monitoring with intracranial electroencephalography, which facilitates better localization of the seizure onset zone, and allows evaluation of the functional significance of cortical regions-of-interest by electrical stimulation mapping. There are two principal modalities for intracranial EEG, namely subdural electrodes and stereotactic depth electrodes. Although (...) ESM is considered the gold standard for functional mapping with subdural electrodes, there have been concerns about its utility with stereo-EEG. This is mainly because subdural electrodes allow contiguous sampling of the dorsolateral convexity of cerebral hemispheres, and permit delineation of the extent of eloquent functional areas on the cortical surface. Stereo-EEG, while having relatively sparse sampling on the cortical surface, offers the ability to access the depth of sulci, mesial and basal surfaces of cerebral hemispheres, and deep structures such as the insula, which are largely inaccessible to subdural electrodes. As stereo-EEG is increasingly the preferred modality for intracranial monitoring, we find it opportune to summarize the literature for ESM with stereo-EEG in this narrative review. Emerging evidence shows that ESM for defining functional neuroanatomy is feasible with stereo-EEG, but probably requires a different approach for interpretation and clinical decision making compared to ESM with subdural electrodes. We have also compared ESM with stereo-EEG and subdural electrodes, for current thresholds required to evoke desired functional responses vs. unwanted after-discharges. In this regard, there is preliminary evidence that ESM with stereo-EEG may be safer than ESM with subdural grids. Finally, we have highlighted important unanswered clinical and scientific questions for ESM with stereo-EEG in the hope to encourage future research and collaborative efforts. (shrink)

The remarks that critics make about works of art are various in character. Some of them are strictly interpretative—for instance, The Lord of the Rings may be claimed to be an allegorical representation of the Gospel Story; the slow movement of a symphony may be said to express a period of calm after a revolution; a painting may be said to depict the horrors of war. Some may be biographical—that the play was written in 1654, that the poem was written (...) while the poet was in love, that the sculpture was commissioned by the Canada Council. Some may be autobiographical—that the 7th has always been one's favourite Beethoven symphony, that one identifies with Joe in Room at the Top, that Medea was the first tragedy one saw performed in the original Greek. Some are ‘descriptive’ in the philosopher's sense, ‘matters of fact’—that the narrator is a senior civil servant, that the painting is all in pastel colours, that the conductor has not played all the repetitions. Some invoke formal structural principles—that the doors are in classical proportions, that the work's catastrophe is deferred to the finale, that the poem is in iambic pentameters. Some are concerned with the exposition of technique—that the spaciousness is suggested by the use of open fifths, that speed is portrayed by making the moving object sharper than anything else in the picture, that the effect of a sculpture is achieved by the use of metallurgically distinct materials. I wish to concentrate on a type of remark found frequently in art criticism, which defies reduction to any of the kinds mentioned above. The following are typical instances:That picture will not, at the first glance, deceive as a piece of actual sunlight; but this is because there is more in it than the sunlight, because under the glazing veil of vaulted fire which lights the vessel on her last path, there is a blue deep, desolate hollow of darkness, out of which you can hear the voice of the night wind, and the dull boom of the disturbed sea; because the cold deadly shadows of twilight are gathering through every sunbeam, and moment by moment as you look, you will fancy some new film and faintness of the night has risen over the vastness of the departing form. (shrink)

We use a new, distinctly “geometrical” interpretation of non-relativistic quantum mechanics (NRQM) to argue for the fundamentality of the 4D blockworld ontology. We argue for a geometrical interpretation whose fundamental ontology is one of spacetime relations as opposed to constructive entities whose time-dependent behavior is governed by dynamical laws. Our view rests on two formal results: Kaiser (1981 & 1990), Bohr & Ulfbeck (1995) and Anandan, (2003) showed independently that the Heisenberg commutation relations of NRQM follow from the (...) relativity of simultaneity (RoS) per the Poincaré Lie algebra. And, Bohr, Ulfbeck & Mottelson (2004a & 2004b) showed that the density matrix for a particular NRQM experimental outcome may be obtained from the spacetime symmetry group of the experimental configuration. This shows how the blockworld view is not only consistent with NRQM, not only an implication of our geometrical interpretation of NRQM, but it is necessary in a non-trivial way for explaining quantum interference and “non-locality” from the spacetime perspective. Together the formal results imply that contrary to accepted wisdom, NRQM, the measurement problem and so-called quantum non-locality do not provide reasons to abandon the 4D blockworld implication of RoS. But rather, the deep non-commutative structure of the quantum and the deep structure of spacetime as given by the Minkowski interpretation of special relativity (STR) are deeply unified in a 4D spacetime regime that lies between Galilean spacetime (G4) and Minkowski spacetime (M4). Taken together the aforementioned formal results allow us to model NRQM phenomena such as interference without the need for realism about 3N Hilbert space, establishing that the world is really 4D and that configuration space is nothing more than a calculational device. Our new geometrical interpretation of NRQM provides a geometric account of quantum entanglement and so-called non-locality free of conflict with STR and free of interpretative mystery. In section 2 we discuss the various tensions between STR and NRQM with respect to the dimensionality of the world. Section 3 is devoted to an explication of the Kaiser et al. results and their philosophical implications. Likewise, the Bohr et al. results and their implications are the subject of section 4. In section 5, we present our geometric interpretation of quantum entanglement and “non-locality.”. (shrink)

The vigorous development of online education has produced massive amounts of education data. How to mine and analyze education big data has become an urgent problem in the field of education and big data knowledge engineering. As for the dynamic learning data, knowledge tracing aims to track learners’ knowledge status over time by analyzing the learners’ exercise data, so as to predict their performance in the next time step. Deep learning knowledge tracking performs well, but they mainly model the (...) knowledge components while ignoring the personalized information of questions and learners, and provide limited interpretability in the interaction between learners’ knowledge status and questions. A context-aware attentive knowledge query network model is proposed in this paper, which combines flexible neural network models with interpretable model components inspired by psychometric theory. We use the Rasch model to regularize the embedding of questions and learners’ interaction tuples, and obtain personalized representations from them. In addition, the long-term short-term memory network and monotonic attention mechanism are used to mine the contextual information of learner interaction sequences and question sequences. It can not only retain the ability to model sequences, but also use the monotonic attention mechanism with exponential decay term to extract the hidden forgetting behavior and other characteristics of learners in the learning process. Finally, the vector dot product is used to simulate the interaction between the learners’ knowledge state and questions to improve the interpretability. A series of experimental results on 4 real-world online learning datasets show that CAKQN has the best performance, and its AUC value is improved by an average of 2.945% compared with the existing optimal model. Furthermore, the CAKQN proposed in this paper can not only track learners’ knowledge status like other models but also model learners’ forgetting behavior. In the future, our research will have high application value in the realization of personalized learning strategies, teaching interventions, and resource recommendations for intelligent online education platforms. (shrink)

Danto was not a fan of Dewey, the pragmatist who dominated Columbia's philosophy department for much of the twentieth century. A broad context for what might at first seem their total clash of philosophical temperaments is Danto's embrace of analytic philosophy in a period when classical pragmatism was evolving into the neopragmatism of Richard Rorty. A more specific context is Danto's preference for Cartesian‐inflected forms of atomistic explanation and representationalism, in contrast to Dewey's anti‐dualist and anti‐representationalist holism. In addition, Dewey's (...) vision of art as embodied in human experiences across the modern institutional spectrum contrasts starkly with Danto's more “compartmental” account of the Artworld. Yet despite these differences, both philosophers were also (in Dewey's case since the turn of the twentieth century, in Danto's case in late career) deeply, if differently, indebted to Hegel, who provided a fertile framework for understanding how human beings can at one and the same time be social, self‐interpreting spiritual beings and also natural beings. This fact provides a basis for thinking that while Danto never renounced his lifelong aversion to pragmatism, a subtler strand of Dewey's pervasive influence is present in his later writings. (shrink)

The article discusses a methodological position that allows interpreting modes and, fist of all, musical modes as cosmographic and ethical objects without losing the approach to them as musical phenomena proper. The study is based on musical theoretical data relating to the period of Classical antiquity and the Middle Ages, as well as on the author's concept of modal ontology and the interpretation of modus as artistic content, developed by E.V. Nazaikinsky. In order to reveal the ontological prerequisites for (...) the unity of the musical modus with a cosmographic or ethical phenomenon, the author analyzes the ancient Chinese system of tones lü, Indian ragas, ancient tetrachords, the voices of the Russian Orthodox znamenny chant. The features of the correspondence of these musical phenomena to the periods of the year or day, elements, archetypal states of the human spirit, social laws are revealed. In the course of the analysis, the question is formulated about the nature of the connection between musical modes and non-musical reality: was it exclusively conventional, established by virtue of tradition, or did it have other, essential reasons? The search for unconventional foundations of the unity of musical modes with natural and socio-ethical phenomena leads to its ontological interpretation. The relevance of this research method is argued in the process of critical analysis of the semiotic approach to musical modes as references or conventional signs of objects. It also demonstrates the unproductiveness of the psychoemotional interpretation of musical modes as stimuli that cause certain emotional states. The result of the research is the development of a specific musical-ontological approach based on the methodology of modal analysis. This analysis aims at a syncretic understanding of unity. In the light of this approach, it was concluded that the concept of musical modus not only clarifies the rhythmic and harmonic laws of the musical language, but also embodies the interconnection of the phenomena of music, human spirit, nature, and space. (shrink)

There is a form of intellectual controversy, exhibited throughout the nineteenth century and into our own, which is less accessible because of a radically different order than certain controversies it appears to resemble, namely those which sprang up dramatically between science and religion in this era. Those latter controversies developed chiefly because it was at first supposed that religion was in possession of factual truths which entailed answers incompatible with those offered by science, to just the same factual questions: the (...) age of the universe, the mutability of species, the community of men and beasts or, for the matter, the historicity of sacred writ itself. On the basis of criteria supposed appropriate to the resolution of scientific controversies as such, the factual claims of religion were one by one infirmed, and it seemed then a reasonable projection that more or less the same would happen in any future such collisions. This left certain options open for religionists. They could, like adherents of any infirmed theory, simply give them up like good scientists are supposed to do. Or they could attempt to shun refutation by regarding religious statements as mere mythic paraphrases of recoverable literal scientific statements which were in fact true. Or religion could constitute itself a specialized science, concerned with an area of reality the "other" sciences did not touch upon, purging itself of any statements which then could conflict with those of the "other" sciences. Or finally, it could radically redefine its own scope and office by foreswearing any claim at all to factuality, so that questions of truth or falsity simply no longer would apply, and controversies between it and any discipline to which such questions did apply would be as inconceivable as a truth-contest between chemistry and opera. The Wittgensteinian suggestion that it is not the purpose of religious language to state facts may be seen as a late response to a dilemma which is then resolved by assigning religious utterance to one language game and physics to another. Were this a suitable disposition of the matter, religionists might be grateful for the suffering undergone, for though in the light of it the dilemma need never have arisen, still, had it not done so, religion might never have arrived at a proper consciousness of its own deep character. So the recent history of religion recapitulates its own favorite episodes of trial and purified renascence. (shrink)

Aristotle's chief ethical work, the Nicomachean Ethics , has given rise to a number of lively scholarly debates. Chief among them, is the debate about Aristotle's conception of the human good or eudaimonia. Aristotle defines eudaimonia as activity of the soul in accordance with virtue . But several different kinds of psychic virtues are all discussed in the NE, viz., ethical virtue and sophia. Unfortunately, it is unclear whether Aristotle identifies eudaimonia with the combination of ethical virtue and sophia, or (...) whether he believes that eudaimonia consists in the activity of sophia alone. Inclusivists endorse the former alternative, whereas intellectualists endorse the latter. ;Aristotle's "function argument" ---the argument which leads Aristotle to conclude that eudaimonia is "activity of the soul in accordance with virtue"---has become the locus of the dispute between intellectualists and inclusivists. The present work focuses on this dispute. I argue that both intellectualist and inclusivist interpretations of Aristotle's conception of eudaimonia , are flawed. For both accounts ignore Aristotle's views about the biological development of human beings. As I will show, Aristotle's views about human development play a crucial role in the function argument. Once this fact is appreciated, we are able to see that ethical virtue is a developmental prerequisite for sophia, and hence that sophia cannot be actualized without ethical virtue. This conclusion challenges those intellectualists who claim that in some cases, ethical virtue and sophia can come into conflict with one another.1 These intellectualists conclude from this that eudaimonia consists in contemplative activity alone, and that ethical virtue is merely instrumentally valuable. On this view, ethical virtue is valuable only to the extent that it helps one to be a better contemplator. I reject this view and argue that ethical virtue is necessary for the development of sophia. Thus, eudaimonia is activity in accordance with ethical virtue and sophia, but these virtues are hierarchically related since ethical virtue is a developmental prerequisite of sophia. This is the primary conclusion of this work. ;1See Cooper , Kraut. (shrink)

This paper argues that, from the perspective of phenomenological philosophy, the study of intersubjectivity is closely tied to questions of the representational mind. It focuses on developmental studies of children's understanding of the human mind, setting out some of the main findings and theoretical explanations. It then takes up Husserl's idea of looking at persons in the 'personal attitude'. Understanding motivational connections among a person's subjective experiences is an essential feature of this attitude. Proposing a unified theoretical interpretation of (...) children's representational achievements, the paper suggests that understanding motivational connections among one's representations requires an ability for reflection that children apply in progressively more refined ways to themselves and others. (shrink)

Arthur C. Danto’s The Transfiguration of the Commonplace is one of the most influential recent books on philosophy of art. It is noteworthy for both his method, which emphasizes indiscernible pairs and sets of objects, and his conclusion, which is that artworks are distinguished from non-artwork counterparts by a semantic and aesthetic transfiguration that depends on their relationship to art history. In numerous contexts, Danto has confirmed that the relevant concept of art is the concept of fine art. Examples of (...) music that are not fine art demonstrate that semantic and aesthetic transfiguration does not require a relationship to art history or art theory. Appropriate interpretation and individuation of a great deal of music can be achieved by listeners who do not grasp art theory and who do not guide their interpretation by reference to the concept of art. (shrink)

In the range of his intellectual interests and the profundity of his mathematical thought Hermann Weyl towered above his contemporaries, many of whom viewed him with awe. This volume, the most ambitious study to date of Weyl's singular contributions to mathematics, physics, and philosophy, looks at the man and his work from a variety of perspectives, though its gaze remains fairly steadily fixed on Weyl the geometer and space‐time theorist. Structurally, the book falls into two parts, described in the general (...) introduction by the editor: Part 1 contains four essays on particular aspects of Weyl's work, highlighting ideas he developed in various editions of his classic Raum‐Zeit‐Materie. Part 2 presents a lengthy study by Robert Coleman and Herbert Korté covering nearly the whole gamut of Weyl's mathematical research, an impressive feat. Both in the introduction as well as in footnotes to the articles Erhard Scholz's editorial voice chimes in discreetly, helping tie all five studies together.Coleman and Korté begin chronologically with Weyl's early work in analysis and the modern theory of Riemann surfaces before turning to differential geometry, unified field theory, and the space problem, a topic they use as a springboard for a discussion of their own recent work on the foundations of space‐time. They then take up Weyl's shift to group representation theory and its applications to quantum mechanics, ending with his much earlier research on the structure of the continuum. All of these topics are well handled, but the authors' own agendas coupled with their penchant for overlooking chronology in order to package Weyl's work into neat little bundles leave one feeling rather stranded and far removed from the sources of Weyl's inspiration. Moreover, the narrative style makes this part of the volume read like a technical appendix, albeit a most informative one. Readers who tackle Scholz's far more contextualized essay will be amply rewarded by comparing his views with the opinions set forth by Coleman and Korté in Part 2.Scholz gives a masterful account of Weyl's intellectual journeys from 1917 to 1925 in a study that serves as a fulcrum for the entire volume. Drawing on a number of recently published studies, including his own, on the interplay between mathematics and physics inspired by Einstein's theory of general relativity, Scholz describes how Weyl responded to this challenge by developing a truly infinitesimal space‐time geometry that generalized classical Riemannian geometry. Although unconvinced by Einstein's critique of his unified field theory, Weyl shifted his focus from this realm to the classical space problem, analyzed earlier with more primitive techniques by Hermann Helmholtz and Sophus Lie. In this connection, it should be mentioned that Thomas Hawkins has given a probing analysis of Weyl's related work on the representation of Lie groups in his tour‐de‐force work, Emergence of the Theory of Lie Groups . Scholz argues that Weyl's struggle to tame his modernized version of the space problem stemmed from a deep‐seated belief in his geometrical ideas, which in turn were nourished by philosophical musings. By demonstrating the closely related conceptual links that motivated Weyl's research in infinitesimal geometry, space‐time physics, and the foundations of mathematics, Scholz nicely illuminates the underlying fabric of epistemological concerns that occupied Weyl's attention during this fertile period.The three remaining essays in Part 1 focus on other aspects of Weyl's work in mathematical physics and cosmology. Skuli Sigurdsson's “Journeys in Spacetime” offers a broad interpretation of Weyl's career, one that emphasizes Weyl's sensitivity to cultural tensions as reflected in his philosophical roots, which combined phenomenology with facets of German idealism. Shaken by the annihilation of cultural values in Nazi Germany, Weyl became deeply aware of the gulf that separated his earlier life in Göttingen and Zurich from the one he took up at Princeton's Institute for Advanced Study in 1933. He tried to adapt, but felt out of place in an Anglo‐American scientific culture openly hostile toward metaphysics and speculative philosophy. Sigurdsson stresses these tensions, contrasting the introspective, creative individual against the backdrop of the collective in the age of the machine, but without spelling out which collective were most important for him. Wolfgang Pauli thought he knew and, like Einstein before him, he had no compunction about bluntly telling Weyl he was a mathematician, not a physicist.Pauli's opinions notwithstanding, Weyl did far more than just dabble around the mathematical edges of the new physics. If Coleman and Korté perhaps press their case for his visionary accomplishments too far, Norbert Straumann's essay “Ursprünge der Eichtheorien” suggests why Weyl's reputation among physicists has risen steadily ever since the advent of Yang‐Mills theory in the 1950s. In the course of describing Weyl's adaptation of his gauge transformation formalism to Dirac's electron theory, Straumann sheds considerable light on Pauli's role as self‐appointed watchman guarding the disciplinary boundary that separated theoretical physics from physical mathematics . He further suggests that disciplinary jealousy was a major reason why Pauli dismissed Weyl's two‐component formalism for spinors out of hand.In the realm of cosmology, on the other hand, Weyl's work has long since passed into the dustbins of history, as Hubert Goenner remarks in recounting a fascinating chapter in the infancy of space‐time physics. While doing so, Goenner shows how initially Weyl almost slavishly adopted what Einstein called Mach's principle, which asserts that the metric structure of space‐time is solely determined by the distribution of matter in the universe. This notion was quickly challenged by Willem De Sitter, who showed that Einstein's matter‐free field equations admitted a global solution with non‐zero constant curvature. Both Einstein and Weyl tried to argue that invisible masses must be present just over the “spatial horizon” of De Sitter's world in order to account for its curvature. Goenner meticulously analyzes the physical and mathematical issues at stake in this debate, stressing how Weyl gradually moved away from a strong physical interpretation to one in which mathematics models rather than physics models simply reveal natural phenomena. He argues further that Weyl's cosmological principle arose as the final expression of his search for a deeper physical meaning.Given the quality of these essays, it is regrettable that this book contains so little about Weyl's professional career, a weakness the editor could have redressed at least partially in his general introduction. This omission is all the more unfortunate given the dearth of readily accessible information about Weyl's life available elsewhere. For however mundane his outward existence may have been, the reader cannot be expected to appreciate the interplay between the world Weyl knew and his creative responses to it without fairly detailed knowledge of his biography. Shorn from these contexts, it becomes difficult to form a flesh‐and‐blood image of Weyl beyond the cliché‐ridden stereotype that sees him as a “heroic thinker in the grand German tradition.” While none of the authors falls into this trap, the collective impression they leave suggests a most enigmatic figure. Either Weyl the man tends to get lost in the shadows of his collected scientific output or he appears as a mystic loner, an outcast who abhorred the machine age in which he lived. Closer attention to the people in his life would no doubt produce a very different picture of the man and his interests. This major lacuna notwithstanding, the present volume will surely remain an indispensable resource for any future investigations of Weyl's staggering intellectual achievements. (shrink)

In recent years, the question of the reliability of Machine Learning (ML) methods has acquired significant importance, and the analysis of the associated uncertainties has motivated a growing amount of research. However, most of these studies have applied standard error analysis to ML models—and in particular Deep Neural Network (DNN) models—which represent a rather significant departure from standard scientific modelling. It is therefore necessary to integrate the standard error analysis with a deeper epistemological analysis of the possible differences between (...) DNN models and standard scientific modelling and the possible implications of these differences in the assessment of reliability. This article offers several contributions. First, it emphasises the ubiquitous role of model assumptions (both in ML and traditional science) against the illusion of theory-free science. Secondly, model assumptions are analysed from the point of view of their (epistemic) complexity, which is shown to be language-independent. It is argued that the high epistemic complexity of DNN models hinders the estimate of their reliability and also their prospect of long term progress. Some potential ways forward are suggested. Thirdly, this article identifies the close relation between a model’s epistemic complexity and its interpretability, as introduced in the context of responsible AI. This clarifies in which sense—and to what extent—the lack of understanding of a model (black-box problem) impacts its interpretability in a way that is independent of individual skills. It also clarifies how interpretability is a precondition for a plausible assessment of the reliability of any model, which cannot be based on statistical analysis alone. This article focuses on the comparison between traditional scientific models and DNN models. However, Random Forest (RF) and Logistic Regression (LR) models are also briefly considered. (shrink)

Recent events have highlighted large-scale systemic racial disparities in U.S. criminal justice based on race and other demographic characteristics. Although criminological datasets are used to study and document the extent of such disparities, they often lack key information, including arrestees’ racial identification. As AI technologies are increasingly used by criminal justice agencies to make predictions about outcomes in bail, policing, and other decision-making, a growing literature suggests that the current implementation of these systems may perpetuate racial inequalities. In this paper, (...) we argue that AI technologies should be investigated to understand how they recognize racial categories and whether they can be harnessed to fill missing race data. By bridging this gap, we can work towards better understanding racial inequalities in a wide range of contexts, most notably criminal justice. Using a multidisciplinary perspective, we rethink the design and methodology used in facial processing technology (FPT) based on supervised deep learning model (DLM) image classification. By modifying standard FPT pipelines to tackle multiple sources of DLM bias, we propose an experimental methodology based on ethical AI principles to generate binary (Black and White) racial categories using mugshots. We go beyond simply reporting DLM accuracies and address fundamental issues such as generalizability and interpretability by using a “self-auditing” approach. First, we evaluate the inference performances of 42 fine-tuned DLMs using unseen test images from the same dataset but subject to varying data augmentations. Next, to interpret and validate our methodological approach, we apply gradient-based saliency maps to assess the consistency of facial region relevance and attribution. Finally, drawing upon insights from three areas (computer science, sociology, and law), we investigate the efficacy of our DLM-based method as a tool for detecting racial inequalities in criminal justice. (shrink)

Scientific disciplines are faced with the need to position themselves as part of both science and society. This article explores the foundations of such positioning on the basis of a sociological model of the division of disciplinary labor, interpreted as a general model of the social organization of disciplinary labor, as well as on the basis of models of science and of the science–society relationship. As models of the relationship between science and society, the republican American model and the model (...) of the scientific public sphere embody the normative ideals of autonomous and embedded science that are essential for the positioning of a scientific discipline. With cognition as the main goal of science, the (post-)positivist roots of the close connection between basic research and instrumental knowledge are explored. The transformation discourse testifies to the interest in solving complex problems in democratic science; and the concept of scientific knowledge as a common good links science and society by pointing to the possibility of a public interest in scientific knowledge. The article concludes that a scientific community needs axiological skills in addition to theoretical, methodological, and communicative skills. (shrink)

Because wars are fought by human beings and not merely machines, a strong virtue ethic is an essential prerequisite for those engaged in combat. From a philosophical perspective, war has historically been seen as separate and outside of the commonly accepted forms of morality. Yet there remains a general, though not well-thought out, sense that those human beings who fight wars should act ethically. Since warfighters are often called upon to contemplate and complete tasks during war that are not (...) normally required of non-warfighters (civilians), and it is believed these warfighters should act ethically, it becomes necessary to ask: What does soldierly virtue look like? In order to answer this question, I will examine essential elements of moral responsibility and military authority. Once complete, I will propose an Aristotelian-based virtue ethics system, one that is equally valuable to warfighter and civilian. To do this, I will examine the conversation in academia regarding virtue ethics and the foundations of virtue. I will provide both a cursory and deep reading of elements of Aristotle’s conception of virtue, but ultimately I will provide a slightly more rigorous reading and reinterpretation of an Aristotelian-based virtue ethic, with a definitive final recommendation for this interpretation being best for everyone, in war or walking down the street. Upon completing a study of this work, one will walk away with a next-generation interpretation of Aristotelian-based Virtue Ethics that denies eudaimonia as the central principle, relying instead on phronesis as its central theme. Phronesis, when properly developed in the warfighter will lead to moral responsibility, better decision-making, and a seamless re-integration into civilian life once has returned from the horrors of war. (shrink)

Different approaches have been proposed in order to achieve knowledge integration for coronary care monitoring applications, usually in the form of expert systems. The clinical impact of these expert systems, which are based only on "shallow" knowledge, has not been remarkable due to the difficulties associated with the construction and maintenance of a complete knowledge base. Model-based systems represent an alternative to these problems because they allow efficient integration of the "deep" knowledge on the underlying physiological phenomena being monitored. (...) In this work, a brief review of existing model-based systems for cardiac rhythm interpretation is presented, followed by the description of a new system forCardiac Arrhythmia Recognition by Model-Based ECG Matching (CARMEM). Fundamental characteristics of CARMEM are presented; in particular, its ability to provide on-line parameter adaptation to simulate complex rhythms and to match observed ECG signals. The proposed model can be useful for the explanation of the origin of cardiac arrhythmias and contribute towards their robust characterization in the context of coronary care units. (shrink)

Recent breakthroughs in artificial intelligence have primarily resulted from training deep neural networks (DNNs) with vast numbers of adjustable parameters on enormous datasets. Due to their complex internal structure, DNNs are frequently characterized as inscrutable ``black boxes,'' making it challenging to interpret the mechanisms underlying their impressive performance. This opacity creates difficulties for explanation, safety assurance, trustworthiness, and comparisons to human cognition, leading to divergent perspectives on these systems. This chapter examines recent developments in interpretability methods for DNNs, with (...) a focus on interventionist approaches inspired by causal explanation in philosophy of science. We argue that these methods offer a promising avenue for understanding how DNNs process information compared to merely behavioral benchmarking and correlational probing. We review key interventionist methods and illustrate their application through practical case studies. These methods allow researchers to identify and manipulate specific computational components within DNNs, providing insights into their causal structure and internal representations. We situate these approaches within the broader framework of causal abstraction, which aims to align low-level neural computations with high-level interpretable models. While acknowledging current limitations, we contend that interventionist methods offer a path towards more rigorous and theoretically grounded interpretability research, potentially informing both AI development and computational cognitive neuroscience. (shrink)

Living systems are characterized by unique properties that make them resistant to the ``information-processingperspective'' of traditional cognitive science.This paper details those unique properties andoffers a new theoretical framework forunderstanding the behavior of living systems.This framework leans heavily on ideas fromgeneral systems theory (specifically Bateson'sinteractionist perspective), semiotics, andMerleau-Ponty's phenomenology. The benefits ofusing this framework are illustrated withexamples from two different domains: immunologyand verbal interaction.

Razões e causas tipificam duas gramáticas ou jogos de linguagem que tendem para a incomensurabilidade. Estas gramáticas instituem uma discriminação qualitativa entre a auto-eficácia de se ser alguém e a eficácia simétrica, impessoal, de se ser algo. As razões podem comportar-se como causas, embora seja profundamente absurdo interpretar razões como causas e vice-versa. Contudo, para que as razões possam assumir tal eficiência causal, é necessário admitir vários postulados: primeiro, uma ontologia monista assegurando a comunicação de eficiência dinâmica entre duas cadeias (...) de fenómenos, ou seja, a série de representações intencionais e a série de movimentos corporais, que implicaría a coexistência entre uma homogeneidade ontológica profunda e uma aparente heterogeneidade superficial; segundo, uma fenomenologia auto-vigilante, capaz de reconhecer a peculiaridade do "Eu sinto" que deve poder acompanhar o "meu agir" e o "meu fazer acontecer", ainda que aceitando a validade de uma incerteza metafísica invencível. A exploração das relacões entre razões e causas ilustrará o modo como a subjectividade emerge sob o signo de um processo unificador - mas instável - de construção de sentido. Reasons and causes typify two language games or grammars tending to incommensurability. These grammars institute a qualitative discrimination between the self-efficacy of being someone and the symmetric, selfless, efficacy of being something. Reasons can behave as causes, although it is fully absurd to interpret reasons as causes and vice-versa. Yet, in order for reasons to possess causal efficacy, one must assume: first, a monist ontology warranting the communication of dynamic efficiency between two chains of phenomena, that is to say, the chain of intentional representations and that of body movements so that a deep ontological homogeneity may coexist with a surface heterogeneity; second, a self-alert phenomenology which recognizes the peculiar "I feel" that must be able to accompany "my acting" and "my making happen", while acknowledging, however, the validity of an invincible metaphysical uncertainty. On exploring the relationships between reasons and causes selfhood emerges here as an unstable but unifying process of meaning-construction. (shrink)

Purрose of the рaрer is to emphasize affinity and succession in the aррroaches of Descartes and Kierkegaard to the interpretation of key factors of their philosophical search. It could be implemented through understanding such viewpoints of both thinkers as a) appropriate reasons for human existence; b) possible factors for human freedom as a condition of self-actualization; c) original approach to prove the existence of God. Theoretical basis. The use of phenomenology and hermeneutics enable us to comprehend the key philosopher’s (...) ideas as the manifestation of their personalities. Originality. The author believes that it is quite right to refer to the philosophy of the early modern period as a form of its demand fulfillment for human development. An essential prerequisite for revealing the toрic of the article is a focus on the latest investigations of Descartes’ philosophy, which demonstrate the anthropological significance. Since Kierkegaard’s viewpoint was developed through depersonalized understanding of philosophy, related motives of their thoughts are expressed by emphasizing their personal motives of philosophizing. This affinity is reflected firstly, in distancing from depersonalized and dehumanized world view; secondly, in religion-oriented search and proof of God’s existence based on human nature. Conclusions. Due to the modern state of historical and philosophical science, it is possible to argue that Descartes and Kierkegaard had content-related philosophizing motives, which are close to current search. Interpreting Descartes’ anthropological project by Kierkegaard, the author states the accepted determining influence of Hegel’s philosophy interpretation in general and his interpretation of Descartes, in particular. This argument allows to understand Kierkegaard’s search as Hegel’s deconstruction, because further uncritical retention and reproduction of his viewpoints are evaluated as a threat to fulfill human spiritual calling. A common and important thing in the views of both thinkers is their strong interest in individual and personal aspects of human nature as a constituent factor of God’s existence. (shrink)

Dear Professor Heller . . . Your paper had started out superbly. It was a great aesthetic and cognitive pleasure to follow you as you guided us through the intellectual history of the main idea of Kleist's essay, from Plato through the biblical Fall of Man, to Schiller, and Kierkegaard, and Kafka. Indeed the perceptive listener's experience was so satisfying that his disappointment was doubled when he came to realize that all this erudition and beauty had been displayed only in (...) order to serve as a contrast-providing background for the sharp delineation of a reductionistic explanation which you consider to be characteristic of psychoanalysis: the interpretation of the disturbance of man's naive, unselfconscious pre-Fall state as nothing more than a portrayal of sexual impotence—the reduction of a deep existential preoccupation to a case of phimosis. I am certain that the relief I felt when you then took up Freud's demonological-neurosis paper was not an idiosyncratic response on my part but an experience shared by many open-minded listeners in your psychoanalytic audience. Let us, therefore, disregard the "text" of your sermon and consider the substantial questions that you raised after you turned to Freud; these are to my mind the most central ones that you undertook to examine in your—despite its disappointing aspects—splendid address to us. Put into my own words, your most important question was this: What is the purpose of the psychoanalyst's efforts outside the clinical setting, in particular when his contributions take the form of a pathography? That is, To what end do analysts study the psychopathology of the creators of great works? I, too, have asked myself this question, and since you read my old essay "Beyond the Bounds of the Basic Rule" , you know some of my answers. But important basic questions are hardly ever answered once and for all; and I will, therefore, under the impact of your lecture, respond as if I had heard the question for the first time. Heinz Kohut, M.D., is Professorial Lecturer in Psychiatry at the University of Chicago and a teacher and training analyst at the Chicago Institute for Psychoanalysis. His works include The Restoration of the Self, The Analysis of the Self: A Systematic Approach to the Psychoanalytic Treatment of Narcissistic Personality Disorders—which has appeared in German, French, and Italian translations—, The Restoration of the Self and collection of his essays, Scientific Empathy and Empathic Science. His "A Reply to Margret Schaefer"" was published in the Spring 1978 issue of Critical Inquiry. See also: "Psychoanalysis and the Marionette Theater: Interpretation is Not Depreciation" by Margret Schaefer in Vol. 5, No. 1. (shrink)

We propose a formal framework for interpretable machine learning. Combining elements from statistical learning, causal interventionism, and decision theory, we design an idealised explanation game in which players collaborate to find the best explanation for a given algorithmic prediction. Through an iterative procedure of questions and answers, the players establish a three-dimensional Pareto frontier that describes the optimal trade-offs between explanatory accuracy, simplicity, and relevance. Multiple rounds are played at different levels of abstraction, allowing the players to explore overlapping causal (...) patterns of variable granularity and scope. We characterise the conditions under which such a game is almost surely guaranteed to converge on a optimal explanation surface in polynomial time, and highlight obstacles that will tend to prevent the players from advancing beyond certain explanatory thresholds. The game serves a descriptive and a normative function, establishing a conceptual space in which to analyse and compare existing proposals, as well as design new and improved solutions. (shrink)

By levelling its criticism it traditional sociology ethnomethodology focuses directly or indirectly on the role of norms in description and explanation of human behaviour. Although sociologists respond to this criticism the way in which they accommodate it is rather superficial. That is why this article is written in the form of a dialogue. One protagonist quotes selected tenets of ethnomethodology, phrasing them as he would be apt to in the programmatic phase of the development of that discipline, while the other (...) offers corrections and undertakes to analyse and evaluate the views that he hears. In the course of their discussion it becomes clear that, according to ethnomethodology, norms out of context have no bearing on behaviour which is always occasioned by particular circumstances hic et nunc. Yet, it would not be true to say that remembrance of norms never affects decisions responsible for individual behaviour, any more than it would be to say that ethnomethodology can dispense with objective language as allegedly incompatible with the very nature of social life. Additionally, the dichotomy ‘indexical versus objective language’ distorts the continuum of the contextuality of expressions beyond recognition. Thus we are left with the old problem, familiar to both practitioners and theorists of normative disciplines, the problem of interpretation, its ramifications are neglected by ethnometodologists. Application of a concrete norm to a concrete situation presupposes an interpretation of the situation, and in this sense, it is true that knowledge of norms is not sufficient for a description of the behaviour by a man who follows them. But a norm can play a role in the interpretation of a situation too. Besides, in their attempt to get rid of surface norms, ethnomethodologists create latent or interpretative norms whose ontological status is rather doubtful. Though they are reconstructed they need not be Identified with deep-structure norms which in fact have influence on human behaviour. In case when the two might conflict the ethnometodologists would be hard put to know what to say. But without precluding any answer to this query, it must be stressed that the interpretative procedures, as they have been reconstructed from ethnomethodological analyses, are vague and underdeveloped which is probably due to this vagueness of criteria with which ethnomethodology defines the object of its interests. (shrink)

The vital data about the electrical activities of the brain are carried by the electroencephalography signals. The recordings of the electrical activity of brain neurons in a rhythmic and spontaneous manner from the scalp surface are measured by EEG. One of the most important aspects in the field of neuroscience and neural engineering is EEG signal analysis, as it aids significantly in dealing with the commercial applications as well. To uncover the highly useful information for neural classification activities, EEG (...) studies incorporated with machine learning provide good results. In this study, a Fusion Hybrid Model with Singular Value Decomposition Based Estimation of Robust Parameters is proposed for efficient feature extraction of the biosignals and to understand the essential information it has for analyzing the brain functionality. The essential features in terms of parameter components are extracted using the developed hybrid model, and a specialized hybrid swarm technique called Hybrid Differential Particle Artificial Bee algorithm is proposed for feature selection. To make the EEG more practical and to be used in a plethora of applications, the robust classification of these signals is necessary thereby relying less on the trained professionals. Therefore, the classification is done initially using the proposed Zero Inflated Poisson Mixture Regression Model and then it is also classified with a deep learning methodology, and the results are compared with other standard machine learning techniques. This proposed flow of methodology is validated on a few standard Biosignal datasets, and finally, a good classification accuracy of 98.79% is obtained for epileptic dataset and 98.35% is obtained for schizophrenia dataset. (shrink)

The appearance of consciousness in the universe remains one of the major mysteries unsolved by science or philosophy. Absent an agreed-upon definition of consciousness or even a convenient system to test theories of consciousness, a confusing heterogeneity of theories proliferate. In pursuit of clarifying this complicated discourse, we here interpret various frameworks for the scientific and philosophical study of consciousness through the lens of social insect evolutionary biology. To do so, we first discuss the notion of a forward test versus (...) a reverse test, analogous to the normal and revolutionary phases of the scientific process. Contemporary theories of consciousness are forward tests for consciousness, in that they strive to become a means to classify the level of consciousness of arbitrary states and systems. Yet no such theory of consciousness has earned sufficient confidence such that it might be actually used as a forward test in ambiguous settings. What is needed now is thus a legitimate reverse test for theories of consciousness, to provide internal and external calibration of different frameworks. A reverse test for consciousness would ideally look like a method for referencing theories of consciousness to a tractable model system. We introduce the Ant Colony Test as a rigorous reverse test for consciousness. We show that social insect colonies, though disaggregated collectives, fulfill many of the prerequisites for conscious awareness met by humans and honey bee workers. A long lineage of philosophically-neutral neurobehavioral, evolutionary, and ecological studies on social insect colonies can thus be redeployed for the study of consciousness in general. We suggest that the ACT can provide insight into the nature of consciousness, and highlight the ant colony as a model system for ethically performing clarifying experiments about consciousness. (shrink)

The paper deals with some conceptual trends in the philosophy of science of the 1980‒90s, which being evolved simultaneously with the computer revolution, make room for treating it as a revolution in mathematics. The immense and widespread popularity of Thomas Kuhn’s theory of scientific revolutions had made a demand for overcoming this theory, at least in some aspects, just inevitable. Two of such aspects are brought into focus in this paper. Firstly, it is the shift from theoretical to instrumental revolutions (...) which are sometimes called “Galisonian revolutions” after Peter Galison. Secondly, it is the shift from local (“little”) to global (“big”) scientific revolutions now connected with the name of Ian Hacking; such global, transdisciplinary revolutions are at times called “Hacking-type revolutions”. The computer revolution provides a typical example of both global and instrumental revolutions. That change of accents in the post-Kuhnian perspective on scientific revolutions was closely correlated with the general tendency to treat science as far more pluralistic and transdisciplinary. That tendency is primarily associated with the so-called Stanford School; Peter Galison and Ian Hacking are often seen as its representatives. In particular, that new image of science gave no support to a clear-cut separation of mathematics from other sciences. Moreover, it has formed prerequisites for the recognition of material and technical revolutions in the history of mathematics. Especially, the computer revolution can be considered in the new framework as a revolution in mathematics par excellence. (shrink)

While J.R.R. Tolkien’s The Lord of the Rings and other creations enthrall readers through immersive adventures and captivating characters, a deeper understanding of the author’s faith unlocks a new dimension of appreciation. Tolkien declared his works “fundamentally religious and Catholic,” but their subtle nuances often escape surface-level readings. Delving into his faith journey unveils crucial threads woven into the very fabric of his narratives. -/- In the expansive corpus of literature dedicated to J.R.R. Tolkien, his faith has often been (...) overshadowed by the towering legacies of Middle-earth. Holly Ordway’s Tolkien’s Faith: A Spiritual Biography is a seminal work that meticulously unravels the interplay between Tolkien’s devout Catholicism and his literary creations. Ordway, the Cardinal Francis George Professor of Faith and Culture at the Word on Fire Institute, brings to the fore a long-neglected dimension of Tolkien’s life—his spiritual journey. -/- Ordway’s biography distinguishes itself through its rigorous exploration of Tolkien’s spiritual development, from his environment to the profound Catholic faith he maintained throughout his life. Ordway delves into the complexities of Tolkien’s life, including the pivotal moments that shaped his religious beliefs and, by extension, his literary work. The biography is not merely a chronological recounting of events but a deep, thematic exploration of the influence of faith on Tolkien’s creativity. Ordway’s scholarship shines in her ability to weave together Tolkien’s letters, unpublished works, and the socioreligious context of his time, offering readers a holistic view of the man behind Middle-earth. Ordway’s balanced approach further enriches the narrative. She neither critiques nor endorses Tolkien’s religious beliefs but presents them with an academic rigor that allows readers to form their interpretations. This objectivity is crucial for the work’s target academic audience, providing a foundation for further scholarship in Tolkien studies and the study of literature and religion. (shrink)

The article comparatively analyzes A.C. Danto’s and P. Ricœur’s theories of historical narration. Ricœur’s synthetic assimilation of Danto’s views is interpreted as a characteristic phenomenon of the dialogue between hermeneutics and analytical philosophy, and in a broader perspective – of contemporary European continental and Anglo-American philosophical traditions. The version of the analytical philosophy of history developed by Danto is interpreted as being formed in the course of overcoming epistemological program of logical positivism under the impact of a platform of linguistic (...) philosophy, pragmatism and neo-pragmatism as well as F. Nietzsche’s perspectivism and the ideas of existentialism. The articles examines fundamental conclusions of Danto’s “descriptive metaphysics” of history, which influence his understanding of a number of epistemological factors and ontological assumptions specific for the theory of historical narration. At the late stage of the evolution of his philosophy of history, Danto spoke of a radical challenge to his views on the part of T. Kuhn’s theory, but he did not give to it a constructive answer. Despite the significant philosophical differences, a number of Danto’s historical narration theory’s theses became acceptable for Ricœur, especially in the light of the American colleague final confession that knowledge of the past is dependent on the kind of existential presence in history specific for a human being. Taking M. Heidegger’s and H.G. Gadamer’s ideas as a basis of his approach to narration problem, Ricœur considered also important the “linguistic turn” initiated by L. Wittgenstein. Offering a positive evaluation of Danto’s analysis of history language, Ricœur simultaneously rightly criticized him for his neglect of the formal instruments of organizing of narrative – plot, intrigue, and composition that should affect the knowledge resources and testify on the unity of narration features in history and fiction as well. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Commentary on “Searle and the ‘Deep Unconscious’”Dan Lloyd (bio)Can another person know my thoughts with better authority than I know them myself? With his affirmative answer to this question, Freud invented the twentieth-century human, a being whose mind is accessible to scrutiny from outside, and whose attempts at conscious self-explanation are at best partial and in many cases wrong. Even as Freud’s scientific influence wanes, the shift of (...) authority he inaugurated is still gathering strength. Now the mind is open to many outsiders. Not only psychoanalysts, but behaviorists, cognitive scientists, and neuroscientists are all striving to read my mind, and yours. Against this historical sea change stands the solitary John Searle, whose work is consistently animated by fierce adherence to first person authority and surly attacks of any theory that could be exploited to undermine that authority. To most readers Searle’s positions seem stubbornly anti-scientific and covertly dualistic, despite his insistence to the contrary. And since science is good and dualism is bad, Searle’s arguments have become standing obstacles for theorists to discuss, debate, or dismiss.Buttressing his insistence on first person authority, Searle defends a Cartesian view of mental representation or intentionality, holding that an intentional entity is a conscious entity, either in actuality or potentiality. Deeply unconscious representations are therefore impossible. Eric Gillett has joined the debate just here with a pointed critique of Searle’s argument (also discussed in Lloyd 1990). Gillett performs a double service by challenging Searle’s premises and offering some positive grounds for the deep unconscious. I agree with Gillett that establishing the existence of deeply unconscious representations requires a theory of intentionality that is independent of conscious awareness. Ruth Millikan’s evolutionary teleology is an excellent candidate, in its pursuit of real function and real content (vs. “as-if” interpretation) for mental items.Some questions remain. First, if deeply unconscious entities are clinically important, then in addition to a defense-in-principle of their existence we will need some method of identifying specific deep representations in particular cases. Millikan’s functionalism links content to broad biological and environmental contexts, and thereby seems to be an unwieldy tool for content ascription. If deeply unconscious representations get their content in the way Millikan describes, how can the clinician make use of them?Second, and more important, Millikan’s theory shares with many others the ambition to explain all intentional entities, conscious and unconscious alike. This leads to a new dualism of mental contents, a split between intentional content and conscious content, since the comprehensive theory of intentionality will assign mental content both [End Page 201] shallow and deep, irrespective of consciousness. This is a perplexity that transcends particular theories of intentionality, since what my mental states represent seems at least partly dependent on my environment or context, but my current state of consciousness is exclusively dependent on my brain. How, in theory, can these two concepts of content be reconciled?In sum, deeply unconscious representations do not come cheap. One way to escape the new dualism of content is to deny that the deep entities are representations. Instead, they might be dispositions or the “mechanisms, instinctual drives, structures, and energies which can never become conscious under any conditions,” as Gillett suggests. (In Lloyd 1994 I explore the possibility of a dispositional unconscious understood via connectionism.) On this view, mental content could remain within our first person authority, while the causal processes that manage that content remain out of sight. I wouldn’t have to guess what I’m thinking, but I would depend on the sciences of the mind to tell me how I come to think it.Related ArticlesFeature Article: Searle and the "Deep Unconscious"Commentary: Commentary by LloydDan Lloyd Dan Lloyd, Department of Philosophy, Trinity College, Hartford, CT 06106, U.S.A.ReferencesLloyd, D. 1990. Loose connections: Four problems with Searle’s argument for the ‘Connection Principle.’ Behavioral and Brain Sciences 13: 615–16. Google ScholarLloyd, D. 1994. Connectionist hysteria: Reducing a Freudian case study to a network model. Philosophy, Psychiatry, & Psychology 1, no. 2: 69–88. Google ScholarCopyright © 1996 The Johns Hopkins University Press... (shrink)

Background: Treating medication-refractory freezing of gait in Parkinson’s disease remains challenging despite several trials reporting improvements in motor symptoms using subthalamic nucleus or globus pallidus internus deep brain stimulation. Pedunculopontine nucleus region DBS has been used for medication-refractory FoG, with mixed findings. FoG, as a paroxysmal phenomenon, provides an ideal framework for the possibility of closed-loop DBS.Methods: In this clinical trial, five subjects with medication-refractory FoG underwent bilateral GPi DBS implantation to address levodopa-responsive PD symptoms with open-loop stimulation. Additionally, (...) PPN DBS leads were implanted for CL-DBS to treat FoG. The primary outcome of the study was a 40% improvement in medication-refractory FoG in 60% of subjects at 6 months when “on” PPN CL-DBS. Secondary outcomes included device feasibility to gauge the recruitment potential of this four-lead DBS approach for a potentially larger clinical trial. Safety was judged based on adverse events and explantation rate.Findings: The feasibility of this approach was demonstrated as we recruited five subjects with both “on” and “off” medication freezing. The safety for this population of patients receiving four DBS leads was suboptimal and associated with a high explantation rate of 40%. The primary clinical outcome in three of the five subjects was achieved at 6 months. However, the group analysis of the primary clinical outcome did not reveal any benefit.Interpretation: This study of a human PPN CL-DBS trial in medication-refractory FoG showed feasibility in recruitment, suboptimal safety, and a heterogeneous clinical effect in FoG outcomes. (shrink)

In his recent book Interpretation and Legal Theory , Andrei Marmor makes a number of claims about meaning and interpretation, both in general and in law, which I will argue are mistaken. Actually, there is some confusion in his book between what I take to be his “official” view of the nature of meaning and interpretation, and a very different view which keeps surfacing despite his official rejection of it. I will argue that this alternative, rejected view, (...) when properly developed, is more plausible than his official view, and that the difference between them is of considerable practical consequence for legal interpretation. What is at stake is the role of legislative intention. The alternative view denies Marmor's claim that the meaning of a statute is conceptually independent of the intention or purpose which the legislature had in enacting it. It should be said at the outset that I will focus on just three of the eight chapters in Marmor's book, which contains many virtues that are untouched by my critique. (shrink)

This article introduces and discusses a short correspondence that took place in November 1931 between Gershom Scholem and Jacob Gordin. Gordin was a Russian-Jewish philosopher of religion, an expert on Hermann Cohen, and a founding figure of the postwar Paris School of Jewish Thought. The initial motivation for the correspondence was Scholem’s wish to produce a critical edition of the 17th century kabbalistic work, Shaar Hashamayim by Abraham Cohen Herrera, for which he asked for Gordin’s help. A close reading of (...) Gordin’s response to Scholem and Scholem’s belated response to Gordin highlight the respective views of these thinkers regarding the relationship between kabbalah and Western philosophy in the modern era, and in German idealism in particular. The article is followed by a translation of the correspondence. (shrink)

From 1945 on for two decades, Father William Wade was Chairman of the Department of Philosophy at St. Louis University. This volume, a recovery of his own 1935 Ph.D dissertation, was originally written under the direction of Vernon J. Bourke, later himself a renowned interpreter of both St. Augustine and St. Thomas Aquinas. In his dissertation, Wade displays deep understanding of relationships between Greek and medieval thought as well as of the different influences of Plato and Aristotle by way (...) of Augustine and Thomas. (shrink)

The emergence of any idea must have a deep-seated social background, and at the same time there must be an intellectual source that cannot be neglected. That is to say, every idea must have as its foundation some piece of intellectual material that has been handed down by people of the past. Lao Zi once said: "All Things Under Heaven [tianxia wanwu] are born of Existence [you]; Existence [you] is born of Nonexistence [wu]." This does not mean that existence (...) is born out of nothingness or nonexistence [xuwu]. In reality, what Lao Zi meant by "Nonexistence" [wu] is actually itself a kind of existence; but because its state of existence [cunzai zhuangtai] is different from that of Existence [you], it is called "Nonexistence" [wu] instead. This difference of the states of existence lies in [the following]: Existence has form, and therefore can be sensed; Non-existence has no form, and therefore cannot be sensed. In the chapter "Fei ming" of the book Mo Zi there is the passage that says: "Something can be heard, something can be seen; we call it Existence; something cannot be heard, cannot be seen; we call it Destruction [wang] [wu]." Even though the meanings of "Existence" and "Nonexistence" here are different from those in Lao Zi's idea, we may still trust that the general interpretation of "Existence" and "Nonexistence" here would still meet with Lao Zi's approval. In Lao Zi's view, even though Nonexistence cannot be comprehended through sensation, it can be grasped by metaphysical and mystical "vision." Lao Zi's expression that "Existence is born of Nonexistence" was not only an expression of his viewpoint on the question of the origin of "all things under heaven," but also a general rule for us to follow in examining the evolution of human thought. On the one hand, it demonstrates that every single idea must have its source, its intellectual origin; on the other hand, it points out that the idea that serves another as intellectual source may be hidden, not overt, at times. On the surface, some ideas may appear to have no "genealogical origin"—water without a fountainhead or well spring, and yet, perhaps, if we were to conduct further investigation and research, we would discover that they all have some ancient source, some long-forgotten well spring. That is precisely what this essay hopes to accomplish—to attempt to explore in a preliminary way the ancient source of Lao Zi's thought. (shrink)

I argue that Taylor’s engagement with secularity demonstrates his deep concern for preserving key humanist insights, an abiding commitment to moral pluralism, and the sincerity of his religious faith. Taylor insists on transcendence as the best hope for securing the continued commitment to the moral legacy of humanism in the west, but while he personally advocates a renewed Christian humanism, his notion of transcendence is amenable to other interpretations, including non-religious options, and so allows for a potential overlapping consensus (...) on humanism from what Taylor calls the “transformation perspective.”. (shrink)