Просмотр по теме "handwritten digits"

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Combined Convolutional and Perceptron Neural Networks for Handwritten Digits Recognition

Kayumov Z.; Tumakov D.; Mosin S. (2020)

© 2020 IEEE. The use of a combination of a convolutional neural network and multilayer perceptrons for recognizing handwritten digits is considered. Recognition is carried out by two sets of networks following each other. ...
Convolution Neural Network Learning Features for Handwritten Digit Recognition

Kayumov Z.; Tumakov D. (2020)

© 2020 IEEE. The classical six-layer neural network is considered. This network is used to recognize handwritten digit patterns from the MNIST database. The influence of the size of mini-batches on the learning speed and ...

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