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Fuzzy Spiking Neural Networks

Obtaining Fuzzy Reasoning from Spiking Behaviour
door Cornelius Glackin - Verkocht door Dodax EU
Staat: Nieuw
€ 65,52
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Cornelius Glackin Fuzzy Spiking Neural Networks
Cornelius Glackin - Fuzzy Spiking Neural Networks

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Levering: tussen 2020-12-10 en 2020-12-14
Verkoop en verzending: Dodax EU

Beschrijving

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.

Medewerkers

Auteur Cornelius Glackin

Productdetails

DUIN 1HMVRLL79FR

GTIN 9783639283105

Taal Engels

Pagina-aantallen 192

Product type Paperback

Maat 220 x 150 x 10  mm

Gewicht van product 271 g

€ 65,52
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