A novel method for ECG signal outlier processing based on autoencoder neural networks is presented in the article. Typically, heartbeats with serious waveform distortions are treated as outliers and are skipped from the authentication pipeline. The main idea of the paper is to correct these waveform distortions rather them in order to provide the system with better statistical base. During the experiments, the optimum autoencoder architecture was selected. An open Physionet ECGID database was used to verify the proposed method. The (...) results of the studies were compared with previous studies that considered the correction of anomalies based on a statistical approach. On the one hand, the autoencoder shows slightly lower accuracy than the statistical method, but it greatly simplifies the construction of biometric identification systems, since it does not require precise tuning of hyperparameters. (shrink)

This article focuses on analysis of a handwritten fragment by F. W. J. Schelling “Psychological scheme”, which is a study of main principles of philosophical anthropology. The article reconstructs the circumstances of creating the mentioned text, which are connected with the trusting relationship between Schelling and Bavarian Crown Prince Maximilian; it also highlights the parallels between the text and the earlier Schelling's works exploring philosophical-anthropological problematic: “Philosophical Investigations into the Essence of Human Freedom” and “Stuttgart Seminars”. In the course of (...) terminological analysis of the fragment author displays that the the main source of influence was the work by I. Kant “Religion within the Limits of Reason Alone”. Major problem, considered by Schelling's anthropology, is defining the correlation between intelligible and empirical human character, the main resolving instrument being Schelling’s doctrine of potencies as ontological modalities developed in 1820-1830. (shrink)

The gives the detailed analysis of the ratio of freedom and imagination in an unpublished manuscript written by F.V.Y. Schelling, which contains the materials for the lecture course read at Erlangen University in 1820-1821. The author focuses on the question of imagination as a condition for the possibility to unfold the modal differences that provide the hierarchy of predicative definitions. The article shows that both the draft philosophy of mythology and the philosophy of revelation are a direct continuation of the (...) transcendentalist program given by Kant.Those projects bases on the thesis that the consciousness of freedom and consciousness of the law, justified in the “Critique of Practical Reason”, are related one another. Schelling following Kant’s theory, points to the law and to the unconditional imperative of freedom as the main principle which is not only theoretical or practical, but determines the separation of ontological and deontological modalities. At the same time, the formal structure of an imperative as a command has the specific character of “hiden opening”: what is themed in an imperative is not opened as a meaningful opportunity, it is only opened as theopportunity in its difference from necessity. I show in this article that interpreting the Schelling possibility relies on the teachings of I. Kant in his transcendental idealconception, connected with Kant's interpretation of the imagination’s productive ability. In the middle of Schelling’s theological interpretation of Kant's consciousness of lawdoctrine as the “fact of mind” lies the analogy between peacemaking and the ancestral sin of the first people. This concept is the main source of the theory of potency as ontological modalities, developed by Schelling in the 1830s - 1840s in lectures on the philosophy of mythology and the philosophy of revelation. (shrink)

The sequence-in/sequence-out cerebellar machinery is considered from the computational point of view. We outline a learning framework which discriminates short-term from long-term learning and is able to explain single-trial adaptation to unexpected loads.

Presents an original theoretical system to explain and contrast modernism and postmodernism.

The problem of the relationship between formal logic and philosophy, which arose when formal logic arose, continues to concern both Soviet and foreign philosophers and logicians. Interest in this problem is traceable to a number of factors, among which, it should be noted at the outset, is the appearance of dialectical, logic. With the emergence of dialectical logic, the question of the relationship of formal logic to philosophy is posed anew. No matter how we approach the question of the subject (...) matter of dialectical logic, there is no doubt of the fact that, being logic, it is concerned with the investigation of philosophical problems. It follows that logic is at the same time philosophy or, at least, a portion of philosophy. (shrink)

Glava 1. Religiozno-filosofskie istoki teisticheskogo uchenii︠a︡ o Boge-Absoli︠u︡te, absoli︠u︡tnoĭ Lichnosti i religioznoĭ psikhologii Rossii XIX v. -- Lichnostʹ v probleme Boga kak Absoli︠u︡ta i religioznoĭ psikhologii v Rossii XIX veka -- Religiozno-filosofskoe predstavlenie I.P. Chetverikova ob absoli︠u︡tnoĭ Lichnosti v kontekste teisticheskoĭ i psikhologicheskoĭ mysli -- Uchenie professora Kievskoĭ Dukhovnoĭ Akademii I.P. Chetverikova o lichnosti v kontekste russkoĭ teisticheskoĭ mysli i ideĭ umozritelʹnoĭ psikhologii XIX veka: Dissertat︠s︡ii︠a︡ kandidata bogoslovii︠a︡.

The first part of Chapter 2.21 of the Arthaśāstra deals with the activities of the Customs Superintendent, containing recommendations regarding the collection of customs duty. Scholars have encountered several difficulties in understanding the meaning and purposes of the activities described. An auction-like procedure described in the text has been analyzed by some as the normal operation of a market, with the payments to the treasury mentioned there taken as a hitherto-unknown market tax—the price of trading in the market. Other paragraphs (...) in the text describe seemingly self-contradictory trader actions. Interpretations of these actions have involved the imbuing of traders with complex psychological beliefs regarding the actions of other traders. This article proposes an economic model of the underlying market structure, which leads to a different and integrated reading of the text. In this reading, the author of the text, recognizing the incentive for importers to undervalue their goods, suggests the auction procedure and accom- panying penalty payments to elicit truthful revelation of importers’ valuations and to maximize customs levy collections. By comparing the procedure in the Arthaśāstra to modern-day regulations intended to combat tax evasion, the article provides early evidence of the use of sophisticated mechanisms to elicit truthful value revelation. (shrink)

The book deals with the notion of Downward Causation from a wide array of perspectives, including physics, biology, psychology, social science, communication studies, text theory, and philosophy. The book includes proponents as well as opponents discussing the validity of the notion.

In speaking of the reasons for the appearance of semantics, certain writers note the following three problems the solution of which demanded semantic analysis: 1) the problem of antinomies; 2) the problem of refining and explaining the basic concepts of formalized logic and mathematics; and 3) the problem of the complete formalization of logic.

The improvement of man, of his ideological and political, occupational, and moral qualities, is a most important condition for success in the building of communism. The socialization of the new man as a creatively active, spiritually rich, and harmoniously developed personality is a goal in our Party's program. It is becoming increasingly obvious that the process of socialization means much more than familiarizing a person with the ideological principles and norms of behavior of a citizen of developed socialist society. Socrates (...) long ago was astounded by the illogic of the man who knew what was good but did what was bad. (shrink)

By the "logic of scientific knowledge," or simply "the logic of science" we mean the discipline in philosophy concerned with the application of the techniques and methods of logic to scientific knowledge. In studying certain aspects of the logic of scientific knowledge it is possible to employ successfully not only the methods of dialectical logic but those of formal logic. It is the latter that will be the special concern of the present article.