Exact results for the average dynamic behavior of some nonlinear neural networks

DOI10.1007/BF00338818zbMath0631.92007WikidataQ41466959 ScholiaQ41466959MaRDI QIDQ1095064

B. George

Publication date: 1987

Published in: Biological Cybernetics (Search for Journal in Brave)

zbMATH Keywords

nonlinear neural networksmaster equationstable solutionsbrain theoryaverage activityaverage correlationgeneral equation of motionhighly connected networkshomogeneous, synchronous, highly interconnected nets of binary neuronstopology of Cayley treesuniformly distributed excitatory and inhibitory weights

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Circuits, networks (94C99) Other natural sciences (mathematical treatment) (92F05) Physiological, cellular and medical topics (92Cxx)

Cites Work

• Collective properties of neural networks: A statistical physics approach
• Stochastic Dynamics of Neural Networks
• Neural networks and physical systems with emergent collective computational abilities.

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