图书简介

1 Introduction; 2 Hierarchical Organization; 3 Localization of Function; 4 Recurrent Collateral Connections and Attractor Networks; 5 The Noisy Cortex: Stochastic dynamics, decisions, and memory; 6 Attention, Short-term Memory, and Biased Competition; 7 Diluted Connectivity; 8 Coding Principles; 9 Synaptic Modification for Learning; 10 Synaptic and Neuronal Adaptation and Facilitation; 11 Backprojections in the Neocortex; 12 Memory and the Hippocampus; 13 Limited Neurogenesis in the Adult Cortex; 14 Invariance Learning and Vision; 15 Emotion, Motivation, Reward Value, Pleasure, and their Mechanisms; 16 Noise in the Cortex, Stability, Psychiatric Disease, and Aging; 17 Syntax and Language; 18 Evolutionary Trends in Cortical Design and Principles of Operation; 19 Genetics and Self-Organization Build the Cortex; 20 Cortex versus Basal Ganglia Design for Selection; 21 Sleep and Dreaming; 22 Which Cortical Computations Underlie Consciousness?; 23 Cerebellar Cortex; 24 The Hippocampus and Memory; 25 Invariant Visual Object Recognition Learning; 26 Synthesis; Introduction to Linear Algebra for Neural Networks; Neural Network Models; Information Theory and Neuronal Encoding; Simulation Software for Neuronal Network Models; References; Index

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