Pulsed Neural Networks (Broché)

Christopher-M Bishop, Wolfgang Maass

Note moyenne : | 0 avis
Ce produit n'a pas encore été évalué. Soyez le premier !
  • The MIT Press

  • Paru le : 21/06/2001
  • 1 million de livres à découvrir
  • Livraison à domicile à partir de 0,01 €
  • Paiement sécurisé, débit à l'expédition
38,90 €
Neuf - Expédié sous 8 à 14 jours
Livré chez vous entre le 21 décembre et le 28 décembre
ou
Votre note
Most practical applications of artificial neural networks are based on a computational model involving the propagation of continuous variables from one processing unit to the next. In recent years, data from neurobiological experiments have made it increasingly clear that biological neural networks, which communicate through pulses, use the timing of the pulses to transmit information and perform computation. This realization has stimulated significant research on pulsed neural networks, including theoretical analyses and model development, neurobiological modeling, and hardware implementation. This book presents the complete spectrum of current research in pulsed neural networks and includes the most important work from many of the key scientists in the field. Terrence J. Sejnowski's foreword, "Neural Pulse Coding," presents an overview of the topic. The first half of the book consists of longer tutorial articles spanning neurobiology, theory, algorithms, and hardware. The second half contains a larger number of shorter research chapters that present more advanced concepts. The contributors use consistent notation and terminology throughout the book.
  • BASIC CONCEPTS AND MODELS
    • Spiking neurons
    • Computing with spiking neurons
    • Analog VLSI pulsed networks for perceptive processing
    • Preprocessing for pulsed neural VLSI systems
    • Digital simulation of spiking neural networks
  • DESIGN AND ANALYSIS OF PULSED NEURAL SYSTEMS
    • Populations of spiking neurons
    • Collective excitation phenomena and their applications
    • Computing and learning with dynamic synapses
    • Stochastic bit-stream neural networks
    • Hebbian learning of pulse timing in the Barn Owl auditory system
  • Date de parution : 21/06/2001
  • Editeur : The MIT Press
  • ISBN : 0-262-63221-7
  • EAN : 9780262632218
  • Présentation : Broché
  • Nb. de pages : 377 pages
  • Poids : 0.69 Kg
  • Dimensions : 17,8 cm × 25,4 cm × 2,1 cm
Wolfgang Maass is Professor at the Institute for Theoretical Computer Science, Technische Universität Graz. Christopher M. Bishop is Assistant Director at Microsoft Research, Cambridge, and Professor of Computer Science at the University of Edinburgh.

Nos avis clients sur decitre.fr


Avis Trustpilot
Christopher-M Bishop et Wolfgang Maass - .
Pulsed Neural Networks
38,90 €
Haut de page
Decitre utilise des cookies pour vous offrir le meilleur service possible. En continuant votre navigation, vous en acceptez l'utilisation. En savoir plus OK

Ne partez pas tout de suite...

Inscription newsletter