Spiking Neuron Models 2024 pdf epub mobi 电子书

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发表于2024-12-20

Spiking Neuron Models 2024 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:Wulfram Gerstner

出品人:

页数:496

译者:

出版时间:2002-8-15

价格:GBP 54.99

装帧:Paperback

isbn号码:9780521890793

丛书系列:

图书标签: neuroscience 人工智能 neuron computationalNeuroscience Models 脑科脉冲神经网络勇敢新世界

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Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. How can we understand the process of spike generation? How can we understand information transmission by neurons? What happens if thousands of neurons are coupled together in a seemingly random network? How does the network connectivity determine the activity patterns? And, vice versa, how does the spike activity influence the connectivity pattern? These questions are addressed in this 2002 introduction to spiking neurons aimed at those taking courses in computational neuroscience, theoretical biology, biophysics, or neural networks. The approach will suit students of physics, mathematics, or computer science; it will also be useful for biologists who are interested in mathematical modelling. The text is enhanced by many worked examples and illustrations. There are no mathematical prerequisites beyond what the audience would meet as undergraduates: more advanced techniques are introduced in an elementary, concrete fashion when needed.

Spiking Neuron Models 2024 pdf epub mobi 电子书

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