Introduction To Computational Neurobiology And Clustering
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A01=Brunello Tirozzi
A01=Daniela Bianchi
A01=Enrico Ferraro
Author_Brunello Tirozzi
Author_Daniela Bianchi
Author_Enrico Ferraro
Back-Propagation
Category=UYQN
Cluster Analysis
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eq_computing
eq_isMigrated=1
eq_isMigrated=2
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Extreme Value Theory
Gene and Protein Classification
Hierarchical Models
Integrate and Fire Model
Kohonen Neural Networks
Neurobiology Modeling
Product details
- ISBN 9789812705396
- Publication Date: 13 Jun 2007
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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This volume provides students with the necessary tools to better understand the fields of neurobiological modeling, cluster analysis of proteins and genes. The theory is explained starting from the beginning and in the most elementary terms, there are many exercises solved and not useful for the understanding of the theory. The exercises are specially adapted for training and many useful Matlab programs are included, easily understood and generalizable to more complex situations. This self-contained text is particularly suitable for an undergraduate course of biology and biotechnology.New results are also provided for researchers such as the description and applications of the Kohonen neural networks to gene classification and protein classification with back propagation neutral networks.
