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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What happens in our brain when we make a decision? What triggers a neuron to send out a signal?
Book: Spiking Neuron Models by W. Gerstner and W.M. Kistler
What is the neural code? This textbook for advanced undergraduate and beginning graduate students provides a thorough and up-to-date introduction to th The revised papers presented were selected from a large number of submis Neuronal Dynamics Wulfram Gerstner Inbunden.
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Spiking Neuron Models: Single Neurons, Populations, Plasticity by Wulfram Gerstner
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 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: Neuronal Dynamics Wulfram Gerstner What happens in our brain when we make a decision?
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