Spiking Neuron Models

preview-18
  • Spiking Neuron Models Book Detail

  • Author : Wulfram Gerstner
  • Release Date : 2002-08-15
  • Publisher : Cambridge University Press
  • Genre : Computers
  • Pages : 498
  • ISBN 13 : 9780521890793
  • File Size : 59,59 MB

Spiking Neuron Models by Wulfram Gerstner PDF Summary

Book Description: 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.

Disclaimer: www.yourbookbest.com does not own Spiking Neuron Models books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Spiking Neuron Models

Spiking Neuron Models

File Size : 25,25 MB
Total View : 1996 Views
DOWNLOAD

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? H

Neuronal Dynamics

Neuronal Dynamics

File Size : 9,9 MB
Total View : 467 Views
DOWNLOAD

This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.

Pulsed Neural Networks

Pulsed Neural Networks

File Size : 58,58 MB
Total View : 3151 Views
DOWNLOAD

Most practical applications of artificial neural networks are based on a computational model involving the propagation of continuous variables from one processi

Principles of Neural Design

Principles of Neural Design

File Size : 45,45 MB
Total View : 4356 Views
DOWNLOAD

Neuroscience research has exploded, with more than fifty thousand neuroscientists applying increasingly advanced methods. A mountain of new facts and mechanisms