ITHEA International Scientific Society : REPRESENTATION OF NEURAL NETWORKS BY DYNAMICAL SYSTEMS

ITHEA Classification Structure > G. Mathematics of Computing > G.1 NUMERICAL ANALYSIS > G.1.6 Optimization

REPRESENTATION OF NEURAL NETWORKS BY DYNAMICAL SYSTEMS
By: Volodymyr Donchenko, Denys Serbaev (3981 reads)

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Abstract: Representation of neural networks by dynamical systems is considered. The method of training of neural networks with the help of the theory of optimal control is offered.

Keywords: neural nets, dynamical systems, training.

ACM Classification Keywords: G.1.6 Optimization, G.1.2 Approximation, I.2 Artificial Intelligence

Link:

REPRESENTATION OF NEURAL NETWORKS BY DYNAMICAL SYSTEMS

Volodymyr Donchenko, Denys Serbaev

http://www.foibg.com/ijita/vol12/ijita12-4-p09.pdf

G.1.6 Optimization

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