Neural Network Modeling: Statistical Mechanics and Cybernetic Perspectives
Perambur S. Neelakanta, Dolores DeGroff · CERN Document Server (European Organization for Nuclear Research) · 2018
Introduction Neural and Brain Complex Concepts of Mathematical Neurobiology Pseudo-Thermodynamics of Neural Activity The Physics of Neural Activity: A Statistical Mechanics Perspective Stochastic Dynamics of the Neural Complex Neural Field Theory: Quasiparticle Dynamics and Wave Mechanics Analogies of Neural Networks Informatic Aspects of Neurocybernetics Appendices: Magnetism and the Ising Spin-Glass Model Matrix Methods in Little's Model Overlap of Replicas and Replica Symmetry Bibliography Index