Comparative Analysis of a Neural Network with Calculated Weights and a Neural Network with Random Generation of Weights Based on the Training Dataset Size-Reference-Cited by-同舟云学术

Comparative Analysis of a Neural Network with Calculated Weights and a Neural Network with Random Generation of Weights Based on the Training Dataset Size

Published:2022-09 Issue:3 Volume:31 Page:309-321
ISSN:1060-992X
Container-title:Optical Memory and Neural Networks
language:en
Short-container-title:Opt. Mem. Neural Networks

Author:

Geidarov P. Sh.

Publisher

Allerton Press

Subject

Electrical and Electronic Engineering,General Computer Science,Electronic, Optical and Magnetic Materials

Link

https://link.springer.com/content/pdf/10.3103/S1060992X22030080.pdf

Reference11 articles.

1. Geidarov, P.Sh., Neural networks on the basis of the sample method, Autom. Control Calculater Sci., 2009, vol. 43, no. 4, pp. 203–210.

2. Geidarov, P.Sh., Clearly defined neural networks architecture, Opt. Mem. Neural Networks, 2015, vol. 24, issue 3, pp. 209–219.

3. Gejdarov, P.Sh., Algoritm realizacii metoda blizhajshego soseda v mnogoclojnom perseptrone (Algorithm for Implementing the Nearest Neighbor Method in a Multilayer Perceptron, Trudy SPIIRAN (SPIIRAS Proceedings)), 2017, vol. 51, pp. 123–151 (in Russian).

4. Birger, I.A., Tehnicheskaja diagnostika (Technical Diagnostics), M.: Mashinostroenie, 1978 (in Russian).

5. Bishop, Ch.M., Pattern Recognit. Mach. Learn., 2006.

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