登入
選單
返回
Google圖書搜尋
Spiking Neuron Models
Wulfram Gerstner
Werner M. Kistler
其他書名
Single Neurons, Populations, Plasticity
出版
Cambridge University Press
, 2002-08-15
主題
Computers / General
Computers / Data Science / Neural Networks
Computers / Data Science / Bioinformatics
Mathematics / Applied
Medical / Neuroscience
Science / General
Science / Life Sciences / Biophysics
Science / Life Sciences / Neuroscience
Social Science / Anthropology / Physical
ISBN
0521890799
9780521890793
URL
http://books.google.com.hk/books?id=Rs4oc7HfxIUC&hl=&source=gbs_api
EBook
SAMPLE
註釋
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.