Single Neuron Computation (Neural Networks: Foundations to Applications) - Tapa dura

 
9780124848153: Single Neuron Computation (Neural Networks: Foundations to Applications)
Tapa dura
ISBN 10: 012484815X ISBN 13: 9780124848153
Editorial: Academic Press Inc, 1992

Sinopsis

This book contains twenty-two original contributions that provide a comprehensive overview of computational approaches to understanding a single neuron structure. The focus on cellular-level processes is twofold. From a computational neuroscience perspective, a thorough understanding of the information processing performed by single neurons leads to an understanding of circuit- and systems-level activity. From the standpoint of artificial neural networks (ANNs), a single real neuron is as complex an operational unit as an entire ANN, and formalizing the complex computations performed by real neurons is essential to the design of enhanced processor elements for use in the next generation of ANNs.The book covers computation in dendrites and spines, computational aspects of ion channels, synapses, patterned discharge and multistate neurons, and stochastic models of neuron dynamics. It is the most up-to-date presentation of biophysical and computational methods.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

This book contains 22 original contributions that provide a comprehensive overview of computational approaches to understanding a single neuron structure. The focus on cellular-level processes is twofold. From a computational neuroscience perspective, a thorough understanding of the information processing performed by single neurons leads to an understanding of circuit- and systems- level activity. From the standpoint of artificial neural networks (ANNs), a single real neuron is as complex an operational unit as an entire ANN, and formalizing the complex computations performed by real neurons is essential to the design of enhanced processor elements for use in the next generation of ANNs. The book covers computation in dendrites and spines, computational aspects of ion channels, synapses, patterned discharge and multistate neurons, and stochastic models of neuron dynamics. It is the most up-to-date presentation of biophysical and computational methods.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Academic Press Inc
Año de publicación
1992
Idioma
Inglés
ISBN 10 
012484815X
ISBN 13 
9780124848153
Encuadernación
Tapa dura
Número de páginas
644
Editor
McKenna Thomas M., Davis Joel L., Zornetzer Steven F.
Contacto del fabricante
no disponible
Persona responsable
Yeepin GmbH
492000000000
sunshine12232@outlook.com

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