A Novel Digital Recognition Method Based on Improved SVD-DHNN

Discrete Hopfield Neural Network (DHNN) is widely used in character recognition because of its associative memory. It is a fully connected neural network. Its weight initialization is a random process. In order to give full play to the associative memory of DHNN and overcome the problems of pseudo-s...

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Veröffentlicht in:	International journal of advanced computer science & applications 2023, Vol.14 (10)
Hauptverfasser:	Yao, Xuemei, Zhang, Jiajia, Wang, Juan, Wei, Jiaying
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Associative memory Character recognition Complexity Computer science Decomposition Neural networks Neurons Optimization Random processes Singular value decomposition Traveling salesman problem
Online-Zugang:	Volltext
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