Software implementation of a single-layer neural network for the recognition of digital symbols.
Abstract
Software implementation of a single-layer neural network for the recognition of digital symbols.
Incoming article date: 24.07.2018Existing methods for character recognition are considered, and the advantages and disadvantages of using neural networks for character recognition are revealed. The review of methods for character recognition is given. The advantages and disadvantages of algorithms for text recognition are also defined. The algorithm of the simplest single-layer neural network for recognition of calligraphic and printed figures is realized. In the work, the learning ability of this single-layer neural network was analyzed.
Keywords: Character recognition, single-layer, neural network, algorithms, perceptron