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Neuronal Dynamics - Wulfram Gerstner, Werner M. Kistler, Richard Naud, Liam Paninski

Neuronal Dynamics

Wulfram Gerstner, Werner M. Kistler, Richard Naud, Liam Paninski

出版社

Cambridge University Press

出版时间

2014-09-22

ISBN

9781107635197

评分

★★★★★

标签

计算神经科学计算神经科学（Sci）认知科学生物-生物数学

精彩摘录
  • "The elementary processing units in the central nervous system are neurons, which are connected to each other in an intricate pattern. We can distinguish several neurons with triangular or circular cell bodies and long wire-like extensions. This picture can only give a glimpse of the network of neuro"
  • "A typical neuron can be divided into three functionally distinct parts, called dendrites, soma, and axon Roughly speaking, the dendrites play the role of the ‘input device’ that collects signals from other neurons and transmits them to the soma. The soma is the ‘central processing unit’ that perform"
  • "The junction between two neurons is called a synapse. Let us suppose that a neuron sends a signal across a synapse. It is common to refer to the sending neuron as the presynaptic cell and to the receiving neuron as the postsynaptic cell. A single neuron in vertebrate cortex often connects to more th"
  • "The neuronal signals consist of short electrical pulses and can be observed by placing a fine electrode either on the soma or close to the soma or axon of a neuron The pulses, so-called action potentials or spikes, have an amplitude of about 100 mV and typically a duration of 1-2 ms. The form of the"
  • "1.1.3 Synapses The site where the axon of a presynaptic neuron makes contact with the dendrite (or soma) of a postsynaptic cell is the synapse. The most common type of synapse in the vertebrate brain is a chemical synapse. At a chemical synapse, the axon terminal comes very close to the postsynaptic"
  • "1.1.4 Neurons are part of a big system Neurons are embedded in a network of billions of other neurons and glial cell that make up the brain tissue. The brain is organized in different regions and areas. The cortex can be thought of as a thin but extended sheet of neurons, folded over other brain str"
  • "Human memory works with associations. If you hear the voice of an old friend on the phone, you may spontaneously recall stories that you had not thought of for years. If you are hungary and see a picture of a banana, you might vividly recall the taste and smell of a banana ... and thereby realize th"
用户评论
http://neuronaldynamics.epfl.ch/book.html
这书最大好处是有Gerstner讲授的配套视频，另外http://www.klewel.com/conferences/epfl-neural-networks/这里还有他2011年上这个课的视频，可以弥补新视频缺少的一些部分，总的来说两个版本的课程变化不大
看完了吗？没有喔。头铁的我也被撞的头破血流了，但这么一本内容相当充实，有免费网页版，配套练习题和源代码的书，我觉得OK
这本书基本上就是一本非线性动力学在计算神经科学中的应用的教材啦，讲的很基础，很细，基本的概念都讲完了，特别是还配有视频和习题。很适合入门，建议先看视频做题，书就拿来当参考。
Cambridge University Press的其他书籍查看全部

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