From Computer to Brain: Foundations of Computational Neuroscience
Autor William W. Lyttonen Limba Engleză Hardback – 7 oct 2002
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Specificații
ISBN-13: 9780387955285
ISBN-10: 0387955283
Pagini: 364
Ilustrații: XX, 364 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.72 kg
Ediția:2002
Editura: Springer
Colecția Springer
Locul publicării:New York, NY, United States
ISBN-10: 0387955283
Pagini: 364
Ilustrații: XX, 364 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.72 kg
Ediția:2002
Editura: Springer
Colecția Springer
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
Perspectives.- Computational Neuroscience and You.- Basic Neuroscience.- Computers.- Computer Representations.- The Soul of an Old Machine.- Cybernetics.- Concept Neurons.- Neural Coding.- Our Friend the Limulus.- Supervised Learning: Delta Rule and Back-Propagation.- Associative Memory Networks.- Brains.- From Soap to Volts.- Hodgkin-Huxley Model.- Compartment Modeling.- From Artificial Neural Network to Realistic Neural Network.- Neural Circuits.- The Basics.
Recenzii
From the Foreword:
"In From Computer to Brain: Foundations of Computational Neuroscience, William W. Lytton provides a gentle but rigorous introduction to the art of modeling neurons and neural systems. It is an accessible entry to the methods and approaches used to model the brain at many different levels, ranging from synapses and dendrites to neurons and neural circuits. This book gives a balanced view of the wide range of modeling techniques that are available in a way that is accessible to a wide audience. This is a book that will bring a smile to your face as well as inspire your imagination."
-- Terrence J. Sejnowski
Howard Hughes Medical Institute, Salk Institute, University of California at San Diego
"In From Computer to Brain: Foundations of Computational Neuroscience, William W. Lytton provides a gentle but rigorous introduction to the art of modeling neurons and neural systems. It is an accessible entry to the methods and approaches used to model the brain at many different levels, ranging from synapses and dendrites to neurons and neural circuits. This book gives a balanced view of the wide range of modeling techniques that are available in a way that is accessible to a wide audience. This is a book that will bring a smile to your face as well as inspire your imagination."
-- Terrence J. Sejnowski
Howard Hughes Medical Institute, Salk Institute, University of California at San Diego
Caracteristici
Includes supplementary material: sn.pub/extras