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Introduction to computational neurobiology and clustering

Author: Brunello Tirozzi; Daniela Bianchi; Enrico Ferraro
Publisher: Hackensack, NJ : World Scientific, ©2007.
Series: Series on advances in mathematics for applied sciences, v. 73.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

Provides students with tools to understand the fields of neurobiological modeling, cluster analysis of proteins and genes. This book contains results for researchers such as description and  Read more...

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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Brunello Tirozzi; Daniela Bianchi; Enrico Ferraro
OCLC Number: 648317113
Description: 1 online resource (xii, 229 pages) : illustrations.
Contents: Neurobiological Models: Integrate and Fire Model; Calculations of Spiking Times; Stochastic Inputs, Poisson Process and The Integrate and Fire Model; Nonlinear Deterministic Models, Stability and Repetitive Firing; Clustering: Cluster Algorithms and Neural Algorithms; Cluster Algorithms and Extreme Events Analysis for Protein Classification; Appendices: Tutorial of Elementary Calculus; Numerical Solutions of I&F Model with Matlab Programs; Simulation of Random Variables and Poisson Processes; Numerical Solution of I&F Model with Random Inputs; Simulation of Non-Linear Neurobiological Models Like Fitzhugh--Nagumo, Hodgkin- Huxley Models; Microarrays; Kohonen Algorithm; Use of Data Base for Proteins and Neural Networks of the Type of Back-Propagation.
Series Title: Series on advances in mathematics for applied sciences, v. 73.
Responsibility: Brunello Tirozzi, Daniela Bianchi, Enrico Ferraro.

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