Method for training a neural network for classifying an unknown

Details Method for training a neural network for classifying an unknown Method for training a neural network for classifying an unknown

1992-06-25

1995-10-03

MacDonald, Allen R.

395 21, 395 22, 395 27, G06F 1518

Patent

active

054558921

ABSTRACT:
The device includes a neural network with an input layer 3, an internal layer 4, and an output layer 5. This network is designed to classify data vectors to classes, the synaptic weights in the network being determined through programming on the basis of specimens whose classes are known. Each class is defined during programming as corresponding to a set of neurons of which each represents a domain which contains a fixed number of specimens. The network includes a number of neurons and synaptic weights which have been determined as a function of the classes thus defined.

REFERENCES:
patent: 5092343 (1992-03-01), Spitzer et al.
patent: 5153923 (1992-10-01), Matsuba et al.
patent: 5179596 (1993-01-01), Weingard
patent: 5214745 (1993-05-01), Sutherland
patent: 5259039 (1993-11-01), Akamatsu
patent: 5274714 (1993-12-01), Hutcheson et al.
patent: 5333209 (1994-07-01), Sinden et al.
patent: 5343251 (1994-08-01), Nafeh
Sato et al., "Online Signature Verification Based on Shape, Motion, and Writing Pressure, Proceeding of 6th International Conference on Pattern Recognition", Munich, 1982, pp. 823-826.
Lucas et al., "Signature verification with a syntactic neural net"; IJCNN, pp. 373-378 vol. 1 17-21 Jun. 1990.
Sabourin et al, "Off-line signature verification using directional pdf and neural networks"; Proceedings. 11th IAPR, pp. 321-325, 30 Aug.-3 Sep. 1992.
Higashino, "Signature verification system on neuro-computer"; 11th IAPR, pp. 517-521, 30 Aug. -3 Sep. 1992.
P. A. Jokinen, "Neural Networks with Dynamic Capacity Allocation & Quadratic Function Neurons", Proceedings of Neuronimes, 1990, pp. 351-363.
Siu et al, "Decision Feedback Equalization using neural network structures"; First IEEE Conf. on Artificial Neural Networks; 16-18 Oct. 1989, pp. 125-128.
E. Alpaydin, "Grow-and-Learn: An Incremental Method for Category Learning", International Neural Network Conference INNC-90 Paris, vol. 2, Jul. 9, 1990, pp. 761-764.
D. Lowe et al., "Exploiting Prior Knowledge in Network Optimization: An Illustration From Medical Prognosis", Network--Computation in Neural Systems, vol. 1, No. 3, Jul. 3, 1990, pp. 299-323.

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