Fuzzy Spiking Neural Networks

Name: Fuzzy Spiking Neural Networks
Brand: VDM Verlag
SKU: 9783639283105
Price: 68.53 EUR
Availability: InStock

Obtaining Fuzzy Reasoning from Spiking Behaviour

Автор: Cornelius Glackin

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

Изпращаме след 9-15 дни

68.53 € 134.03 лв

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

Информация за книгата

Автор

Cornelius Glackin

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

192

EAN

9783639283105

ISBN

3639283104

Enbook ID

06835481

Издател

VDM Verlag

Теглоt

290

Размери

152 x 229 x 11

Пълно описание

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.

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Fuzzy Spiking Neural Networks

Obtaining Fuzzy Reasoning from Spiking Behaviour

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също