Spiking Neuron Models pdf epub mobi txt 電子書 下載2025
- neuroscience
- 人工智能
- neuron
- computationalNeuroscience
- Models
- 腦科
- 脈衝神經網絡
- 勇敢新世界
- spiking neurons
- neural networks
- biological neural networks
- neuron models
- computational neuroscience
- machine learning
- neural dynamics
- dynamics
- neural computation
- ephaptic coupling
具體描述
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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讀後感
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幫瞭我大忙
评分幫瞭我大忙
评分讀書會讀的書，讀瞭一年多終於讀完瞭。書的前半部分挺好的，基礎的講得很詳細很清楚，後麵的講 learning 的就是變得很粗糙瞭。
评分Reading begins to modify just like the synaptic modifications depend on spike timing, synaptic strength and #*&!~$*%>@...^o^...
评分Reading begins to modify just like the synaptic modifications depend on spike timing, synaptic strength and #*&!~$*%>@...^o^...
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