Models of Neurons and Perceptrons: Selected Problems and Challenges free ebook download.

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Models of Neurons and Perceptrons: Selected Problems and Challenges free ebook download

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Algorithms

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Catalogue

Author(s):	Andrzej Bielecki

Date:	2018 (2019 Edition)	Format:	PDF,EPUB	Language:	English	ISBN/ASIN:	3319901397
Pages:	150	OCR:		Quality:		ISBN13:
Uploader:	Gustavi	Upload Date:	4/19/2019 2:08:34 PM

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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 ted in artificial neural networks and models of the neuron, for computer scientists ted in formal foundations of artificial neural networks, and for the biologists ted in mathematical and electronic models of neural structures and processes.
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2470777	Book	https://novafile.com/i74o9ebv5j57...		5.56	Gustavi

Tags: Challenges Models Neurons Perceptrons Problems Selected

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