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Hardcover Neuromorphic Cognitive Systems: A Learning and Memory Centered Approach Book

ISBN: 3319553089

ISBN13: 9783319553085

Neuromorphic Cognitive Systems: A Learning and Memory Centered Approach

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Format: Hardcover

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Book Overview

Introduction.- Rapid Feedforward Computation by Temporal Encoding and Learning with Spiking Neurons.- A Spike-Timing Based Integrated Model for Pattern Recognition.- Precise-Spike-Driven Synaptic Plasticity for Hetero Association of Spatiotemporal Spike Patterns.- A Spiking Neural Network System for Robust Sequence Recognition.- Temporal Learning in Multilayer Spiking Neural Networks Through Construction of Causal Connections.- A Hierarchically Organized Memory Model with Temporal Population Coding.- Spiking Neuron Based Cognitive Memory Model.

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