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Models of Neurons and Perceptrons: Selected Problems and Challenges on Hardback by Andrzej Bielecki
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Models of Neurons and Perceptrons: Selected Problems and Challenges

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Description

This book describes models of the neuron and multilayer neural structures, with a particular focus on mathematical models. It also discusses electronic circuits used as models of the neuron and the synapse, and analyses the relations between the circuits and mathematical models in detail. The first part describes the biological foundations and provides a comprehensive overview of the artificial neural networks. The second part then presents mathematical foundations, reviewing elementary topics, as well as lesser-known problems such as topological conjugacy of dynamical systems and the shadowing property. The final two parts describe the models of the neuron, and the mathematical analysis of the properties of artificial multilayer neural networks. Combining biological, mathematical and electronic approaches, this multidisciplinary book it useful for the mathematicians interested in artificial neural networks and models of the neuron,for computer scientists interested in formal foundations of artificial neural networks, and for the biologists interested in mathematical and electronic models of neural structures and processes. 
Release date NZ
May 28th, 2018
Pages
156
Edition
1st ed. 2019
Audience
  • Professional & Vocational
Illustrations
30 Illustrations, black and white; VI, 156 p. 30 illus.
ISBN-13
9783319901398
Product ID
27807620

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Models of Neurons and Perceptrons: Selected Problems and Challenges by Andrzej Bielecki
$476.00
Models of Neurons and Perceptrons: Selected Problems and Challenges
by Andrzej Bielecki ~ Paperback / softback
Available - Usually ships in 3-4 weeks

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