Spiking Neuron Models. Single Neurons, Populations, Plasticity. Wulfram Gerstner and Werner M. Kistler. Cambridge University Press, Wulfram Gerstner, École Polytechnique Fédérale de Lausanne, Werner M. Kistler, Erasmus Universiteit Rotterdam. Publisher: Cambridge University Press. Renaud Jolivet, Timothy J. Lewis, Wulfram Gerstner, The spike response model: a framework to predict neuronal spike trains, Proceedings of the joint.

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Nitin CR added it Oct 25, What happens if thousands of neurons are coupled together in a seemingly random network?

Spiking Neuron Models

The approach will suit students of physics, mathematics, or computer science; it will also be useful for biologists who are interested kiztler mathematical modelling.

Goodreads helps you keep track of books you want to read. Open Preview See a Problem? The authors formulate the theoretical concepts clearly without many mathematical details.

Spiking Neuron Models Single Neurons, Populations, Plasticity

How can we understand information transmission by neurons? Mahdi marked it as to-read Sep 27, Lists with This Book. Hajer Ahmed added it Mar 16, These questions are addressed in this introduction to spiking neurons aimed at those taking gerster in computational neuroscience, theoretical biology, kishler, or neural networks. Ivan rated it it was amazing Jan 13, Neuronal Dynamics Wulfram Gerstner What happens in our brain when we make a decision?


Books by Wulfram Gerstner. The authors formulate the theoretical concepts clearly without many m This introduction to spiking neurons can be used in advanced-level courses in computational neuroscience, theoretical biology, neural modeling, biophysics, or neural networks.

And, vice versa, how does the spike activity influence the connectivity pattern?

Spiking Neuron Models: Single Neurons, Populations, Plasticity

Jason Osik is currently reading it Oct 06, Luke added it Feb 22, There are no mathematical prerequisites beyond what the audience would meet as undergraduates: What happens in our brain when we make a decision? Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. Urs rated it really liked it Feb 07, Doctora Sue marked it as to-read Aug 17, Steve M Potter added it Nov 09, Wish it had more clear examples though.

While the book contains standard material for courses in computational neuroscience, neural modeling, or neural networks, it also provides an entry to current research. The revised papers presented were selected from a large number of submis Apr 13, Jacob Kanev rated it it was amazing. The text is enhanced by many worked examples and illustrations.


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Amber Schmitt marked it as to-read Jan 21, Gary Howard marked it as to-read Feb 19, Greg marked it as to-read Jun 08, Mar 25, Angel Arturo rated it really liked it Shelves: