Neural Networks and the Philosophy of Dialectical Positivism

Abstract

The fact that the theory of neural networks permits the completeness of the concept of global evolutionism has been shown. This concept in the current philosophical literature is seen, inter alia, as an effective platform for interdisciplinary cooperation, the need for which is becoming more acute, which is reflected in the anniversary report of the Club of Rome in the form of the thesis on the "New Enlightenment". The theory of neural networks allows us to give a consistent interpretation of the category of "complex", in accordance with which a system of arbitrary nature is treated as "complex" if it is possible to indicate a complementary analog of a neural network. With this interpretation, the evolution of systems of an arbitrary nature can indeed be described in a uniform way. In particular, the philosophical law of transition from quantity to quality can be reduced to a description in terms of information theory (through the description of the evolution of a neural network complementary to a complex system). The main result of the work is a new interpretation of the dialectical philosophy categorical apparatus on the basis of the theory of neural networks.

Distributed memory of neural networks and the problem of the intelligence`s essence

“…This issue is not only of highly specialized interest, but also has a direct bearing on the problem of the essence of intelligence. Recently we report [10], [11] that the intellect should first of all be considered as a kind of information processing system. It was also emphasized there that all discussions regarding which systems can be attributed to artificial intelligence, and which cannot, should be considered pointless, as long as the essence of intelligence as such remains undisclosed.…”

“…Accordingly, the question of what can be considered the memory of neural networks, from the point of view of a consistent scientific methodology, today de 511 connection with the problem of the essence of intelligence [10], [11]. Indeed, if we consider a neural network with a concrete set of weight coefficients, then, strictly speaking, there is no need to talk about its memory at all.…”

Cultural aspects of the study of choreographic interpretations of I. Stravinsky's ballet “The Rite of Spring”

“…At this stage, the authors identified the main components of the interpretation process: the cultural context of the era, the artistic styles of modernism and postmodernism, within which the ballet was inerpreted; the specifics of the author's creativity; understanding a work of art as an element of the author's text system; known interpretations, their evolution and relationship; methods and "techniques" of interpretation as logical reconstruction of the original. Each significant element was considered independently of the others, and their interaction was determined by the cumulative effect Suleimenov et al, 2018). At the same time, outside data were recorded.…”

Artificial Intelligence In The Context Of Noosphere Studies

“…It has relative independence (its own developmental logic); supporters of this theory may die, but new ones continues to live, etc. (Suleimenov, Massalimova, Bakirov, & Gabrielyan, 2018). Any natural language which is a selforganizing system that develops according to its own laws, is indirectly associated with aspirations of individuals.…”