Revival: Sensory Neural Networks (1991): Lateral Inhibition - Couverture souple

Livre 70 sur 151: CRC Press Revivals

Nabet, Bahram; Pinter, Robert B.

 
9781138561816: Revival: Sensory Neural Networks (1991): Lateral Inhibition
Couverture souple
ISBN 10 : 1138561819 ISBN 13 : 9781138561816
Editeur : CRC Press, 2019

Synopsis

Sensory information is detected and transformed by sensory neural networks before reaching higher levels of processing. These networks need to perform significant processing tasks while being compatible with the following levels. Lateral inhibition is a mechanism of local neuronal interaction that produces significant global properties. This book discusses those sensory neural networks influenced by nonlinear lateral inhibition. It features biological bases of lateral inhibition models, computational properties of these models that stress their short term adaptive behavior, their relation to recent activity in neural networks and connectionist systems, their use for image processing applications, and their application to motion detection. Descriptions from different technologies of analog hardware implementations of these classes of networks are described and results from implementations that corroborate theoretical analysis and show technologically desirable applications are presented. The book also uses nonlinear mathematical techniques to analyze temporal and spatial behavior of models presented within the text. Sensory Neural Networks: Lateral Inhibition is an interdisciplinary work that will prove useful to neural network theorists, biologists, circuit designers, and vision scientists.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Professor Bahram Nabet has been a senior visiting scientist in Brazil and Italy, ASEE Summer Faculty Fellow at the Naval Research Lab in Washington DC, and has been on sabbatical leave at Telcordia Applied Research Inc. and Dexxon Group Inc.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2019
Langue
anglais
ISBN 10 
1138561819
ISBN 13 
9781138561816
Reliure
Broché
Nombre de pages
194
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9780849342783: Sensory Neural Networks: Lateral Inhibition

Edition présentée

ISBN 10 :  0849342783 ISBN 13 :  9780849342783
Editeur : CRC Press Inc, 1991
Couverture rigide