دانلود کتاب Neuromorphic Systems Engineering: Neural Networks in Silicon

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Front Matter....Pages i-xvii
Front Matter....Pages 1-1
Filter Cascades as Analogs of the Cochlea....Pages 3-18
An Analogue VLSI Model of Active Cochlea....Pages 19-47
A Low-Power Wide-Dynamic-Range Analog VLSI Cochlea....Pages 49-103
Speech Recognition Experiments with Silicon Auditory Models....Pages 105-126
Front Matter....Pages 127-127
The Retinomorphic Approach: Pixel-Parallel Adaptive Amplification, Filtering, and Quantization....Pages 129-150
Analog VLSI Excitatory Feedback Circuits for Attentional Shifts and Tracking....Pages 151-174
Floating-Gate Circuits for Adaptation of Saccadic Eye Movement Accuracy....Pages 175-189
Front Matter....Pages 191-191
Introduction to Neuromorphic Communication....Pages 193-200
A Pulsed Communication/Computation Framework for Analog VLSI Perceptive Systems....Pages 201-215
Asynchronous Communication of 2D Motion Information Using Winner-Takes-All Arbitration....Pages 217-227
Communicating Neuronal Ensembles between Neuromorphic Chips....Pages 229-259
Front Matter....Pages 261-261
Introduction: From Neurobiology to Silicon....Pages 263-266
A Low-Power Wide-Linear-Range Transconductance Amplifier....Pages 267-313
Floating-Gate MOS Synapse Transistors....Pages 315-337
Neuromorphic Synapses for Artificial Dendrites....Pages 339-365
Winner-Take-All Networks with Lateral Excitation....Pages 367-377
Front Matter....Pages 379-379
Neuromorphic Learning VLSI Systems: A Survey....Pages 381-408
Analog VLSI Stochastic Perturbative Learning Architectures....Pages 409-435
Winner-Takes-All Associative Memory: A Hamming Distance Vector Quantizer....Pages 437-456
Back Matter....Pages 457-462