Table of Contents for: Introduction to computational neurobiolo

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Introduction to computational neurobiology and clustering [electronic resource] /

Brunello Tirozzi, Daniela Bianchi, Enrico Ferraro.

Book Cover
Main Author: Tirozzi, Brunello.
Other Names: Bianchi, Daniela, | Ferraro, Enrico,
Published: Singapore ; World Scientific, c2007.
Series: Series on advances in mathematics for applied sciences ; v. 73.
Topics: Computational neuroscience. | Neural networks (Neurobiology) - Mathematical models. | Cluster analysis - Computer programs. | Computational Biology. | Cluster Analysis. | Computer Simulation. | Neural Networks (Computer) | Neurons - physiology.
Genres: Electronic books.
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Neurobiological models -- RC circuit, spiking times, and interspike interval -- Calculation of interspike intervals for deterministic inputs -- The Fitzhugh-Nagumo and Hodgkin-Huxley models -- Definition and simulation of the main random variables -- Simulation of the neuron dynamics in interaction with a complex network -- Clustering -- An introduction to clustering techniques and self-organizing algorithms -- Clustering and classification algorithms applied to protein sequences, structures, and functions.

Table of Contents for: Introduction to computational neurobiolo