Neural network modeling : statistical mechanics and cybernetic perspectives

✍ Scribed by De Groff, Dolores F.; Neelakanta, Perambur S.

• Publisher: CRC Press
• Year: 1994
• Tongue: English
• Leaves: 259
• Category: Library

✦ Table of Contents

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

✦ Subjects

Neural networks (Computer science);Neuronales Netz;Stochastisches dynamisches System;Neuronales Netz -- Modell;NEURONALE NETZWERKE + KONNEKTIONISMUS (KÜNSTLICHE INTELLIGENZ);NEURONALE NETZWERKE + NEUROMORPHE SYSTEME (NEUROLOGIE);COMPUTERSIMULATION;LEHRBÜCHER (DOKUMENTENTYP);RÉSEAUX DE NEURONES ARTIFICIELS (INTELLIGENCE ARTIFICIELLE);NEURAL NETWORKS + CONNECTIONISM (ARTIFICIAL INTELLIGENCE);NEURAL NETWORKS + NEUROMORPHIC SYSTEMS (NEUROLOGY);RESEAUX DE NEURONES (NEUROPHYSIOLOGIE);SIMULATION