In terms of medical science and legal responsibility, the sleep disorder category of parasomnias, chiefly REM sleep behavior disorder and somnambulism, pose an enigmatic dilemma. During an episode of parasomnia, individuals are neither awake nor aware, but their actions appear conscious. As these actions move beyond the innocuous, such as eating and blurting out embarrassing information, and enter the realm of rape and homicide, their degree of importance and relevance increases exponentially. Parasomnias that result in illegal activity, particularly violence, are (...) puzzling phenomena for medicine and the law. Via a review of the pertinent medical literature, a general overview of the current scientific knowledge of parasomnias will be provided. Though this knowledge is far from complete, it can provide some neurobiological information about the nature of parasomnia, including conclusions about a sleepwalker’s level of intention as well as factors that predispose one to such episodes. Although a parasomniac’s complete lack of consciousness warrants acquittal from criminal liability, it does not exclude responsibility for subjecting oneself to exacerbating factors that result in these violent parasomnias. Individuals should be held accountable if they could be expected to control these factors. In addition, they should undergo appropriate treatment and management in order to prevent future parasomnia behaviors. Establishing a legal defense for parasomnia will prove difficult due to the strong potential for malingering, so specific criteria will be outlined in order to distinguish between true and fraudulent claims of crimes committed during parasomniac states. (shrink)

Psychologically faithful deep neural networks (DNNs) could be constructed by training with psychophysics data. Moreover, conventional DNNs are mostly monocular vision based, whereas the human brain relies mainly on binocular vision. DNNs developed as smaller vision agent networks associated with fundamental and less intelligent visual activities, can be combined to simulate more intelligent visual activities done by the biological brain.

The pursuit of fairness in athletic competitions endures as a persistent challenge, particularly among athletes with differences in sexual development (DSD). World Athletics (WA) has implemented re...

The Theragatha of the Khuddakanikaya has only ten stanzas uttered by the Elder Kaludayi. However, the Madhuratthavilasini, the commentary to the Buddhavamsa preserves 64 stanzas ascribed to the Elder while the Visuddhajanavilasini, the commentary to the Apad?na quotes a different series consisting of 48 stanzas ascribed to him. It is probable that these two series contain ancient verses which could not be accommodated within the Pali canon and then continued to be preserved in the commentaries as extra-canonical texts. Yet some (...) of the verses in these two series appear to be later compositions. The present article offers a literal translation of the Bv-a and the Ap-a verses, which have so far received no scholarly attention. (shrink)