Fuzzy Spiking Neural Networks

Name: Fuzzy Spiking Neural Networks
Brand: VDM Verlag
SKU: 9783639283105
Price: 1583 CZK
Availability: InStock

Obtaining Fuzzy Reasoning from Spiking Behaviour

Autor: Cornelius Glackin

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: Skladem u dodavatele

Odesíláme za 14-21 dnů

1 583 Kč

Spiking neurons represent the latest generation of neural networks designed to be more biologically...

Informace o knize

Autor

Cornelius Glackin

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

192

EAN

9783639283105

ISBN

3639283104

Enbook ID

06835481

Vydavatel

VDM Verlag

Hmotnost

290

Rozměry

152 x 229 x 11

Kompletní popis

Spiking neurons represent the latest generation of neural networks designed to be more biologically realistic than more traditional artificial neural networks. This book provides a hands-on historical perspective on the development of neural networks, and investigates state-of-the-art methods for designing spiking neural networks to solve complex engineering problems. In particular, the book discusses the trade-off between biological plausibility and computational complexity of the numerous alternative models for the electrical properties of the neuron membrane, the electro-chemical interactions at the synapse, and for implementing learning. Often there is a trade-off between the sizes of the networks that can be implemented, and the complexity of the individual neurons in the network. The book investigates the definite lack of a rationale for organising all the different models in a network sense. This investigation has culminated in the development of the fuzzy spiking neural network (FSNN), which utilises fuzzy logic as a rationale for the deployment of biological models within a spiking neural network.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Fuzzy Spiking Neural Networks

Obtaining Fuzzy Reasoning from Spiking Behaviour

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také