Spiking Neuron Models pdf epub mobi txt 电子书 下载 2025
- neuroscience
- 人工智能
- neuron
- computationalNeuroscience
- Models
- 脑科
- 脉冲神经网络
- 勇敢新世界
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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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^...
评分Reading begins to modify just like the synaptic modifications depend on spike timing, synaptic strength and #*&!~$*%>@...^o^...
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。
评分非常系统，除了有的地方写得有点不清楚，最后一章着墨不够。可能写教材会遇到的问题就是，编者需要介绍别人的工作，但是有的人自己的文章就写得不清楚，要怎么让转述的人说清楚。（一年零三个月的阅读工作量，check）
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