Spiking Neuron Models: Single Neurons, Populations, Plasticity

Type

Book

Authors

Wulfram Gerstner

Werner M. Kistler

ISBN 10

0521890799

ISBN 13

9780521890793

Tags

Neural Networks, Bioinformatics, Biology, Neurology, Physical, Computer Science, Science & Mathematics, Anthropology

Description

This introduction to spiking neurons can be used in advanced-level courses in computational neuroscience, theoretical biology, neural modeling, biophysics, or neural networks. It focuses on phenomenological approaches rather than detailed models in order to provide the reader with a conceptual framework. The authors formulate the theoretical concepts clearly without many mathematical details. While the book contains standard material for courses in computational neuroscience, neural modeling, or neural networks, it also provides an entry to current research. No prior knowledge beyond undergraduate mathematics is required. - from Amzon

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