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
发表于2024-11-07
Spiking Neuron Models pdf epub mobi txt 电子书 下载 2024
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.
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评分读书会读的书,读了一年多终于读完了。书的前半部分挺好的,基础的讲得很详细很清楚,后面的讲 learning 的就是变得很粗糙了。
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评分Reading begins to modify just like the synaptic modifications depend on spike timing, synaptic strength and #*&!~$*%>@...^o^...
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Spiking Neuron Models pdf epub mobi txt 电子书 下载 2024