期刊全称 | Artificial Neural Networks | 期刊简称 | Alpha Unpredictabili | 影响因子2023 | Marat Akhmet,Madina Tleubergenova,Zakhira Nugayeva | 视频video | | 发行地址 | Presents new results on Hopfield, Cohen-Grossberg, shunting inhibitory cellular and inertial neural networks dynamics.Shows how unique alpha unpredictable functions can indicate the ultra Poincaré cha | 图书封面 |  | 影响因子 | .Mathematical chaos in neural networks is a powerful tool that reflects the world’s complexity and has the potential to uncover the mysteries of the brain’s intellectual activity. Through this monograph, the authors aim to contribute to modern chaos research, combining it with the fundamentals of classical dynamical systems and differential equations. The readers should be reassured that an in-depth understanding of chaos theory is not a prerequisite for working in the area designed by the authors. Those interested in the discussion can have a basic understanding of ordinary differential equations and the existence of bounded solutions of quasi-linear systems on the real axis. ..Based on the novelties, this monograph aims to provide one of the most powerful approaches to studying complexities in neural networks through mathematical methods in differential equations and, consequently, to create circumstances for a deep comprehension of brain activity and artificial intelligence. A large part of the book consists of newly obtained contributions to the theory of recurrent functions, Poisson stable, and alpha unpredictable solutions and ultra Poincaré chaos of quasi-linear and strongly | Pindex | Book 2025 |
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