Q-valued neural network as a system of fast identification and pattern recognition

Details Q-valued neural network as a system of fast identification and pattern recognition Q-valued neural network as a system of fast identification and pattern recognition

2004-12-24

arxiv.org/abs/cs/0412110v1

Computer Science

Neural and Evolutionary Computing

4 pages, Presentation on the 7th International Conference on Pattern Recognition and Image Analysis PRIA-07-2004, St. Petersbu

Scientific paper

An effective neural network algorithm of the perceptron type is proposed. The algorithm allows us to identify strongly distorted input vector reliably. It is shown that its reliability and processing speed are orders of magnitude higher than that of full connected neural networks. The processing speed of our algorithm exceeds the one of the stack fast-access retrieval algorithm that is modified for working when there are noises in the input channel.

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