Convolutional Neural Networks Training for Autonomous Robotics

The article discusses methods for accelerating the operation of convolutional neural networks for autonomous robotics learning. The analysis of the theoretical possibility of modifying the neural network learning mechanism is carried out. Classic semiotic analysis and the theory of neural networks i...

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Bibliographic Details
Main Authors: Lozhkin Alexander, Maiorov Konstantin, Bozek Pavol
Format: Article
Language:English
Published: Sciendo 2021-03-01
Series:Management Systems in Production Engineering
Subjects:
Online Access:https://doi.org/10.2478/mspe-2021-0010