Boots – shoes – and leggings
Patent
1988-12-14
1990-03-27
Lastova, John R.
Boots, shoes, and leggings
364200, 3642213, 3642749, 364900, 3649162, 3649724, G06F 1518
Patent
active
049126555
ABSTRACT:
A method of accelerating the training of an artificial neural network uses a computer configured as an artificial neural network with a network input and a network output, and having a plurality of interconnected units arranged in layers including an input layer and an output layer. Each unit has a multiplicity of unit inputs and a set of variables for operating upon a unit inputs to provide a unit output. The computer is programmed with a back propagation algorithm. A plurality of examples are serially provided to the network input and the network output is observed. The examples are iterated and proposed changes to each set of variables are calculated in response to feedback representing differences betwen the network output for each example and the desired output. The proposed changes are accumulated for a predetermined number of iterations, whereupon the accumulated proposed changes are added to the set of variables.
REFERENCES:
patent: 3533072 (1970-10-01), Clapper
patent: 3950733 (1976-04-01), Cooper
patent: 4254474 (1981-03-01), Cooper
patent: 4326259 (1982-04-01), Cooper
patent: 4660166 (1987-04-01), Hopfield
patent: 4807168 (1989-02-01), Moopenn et al.
Neural Networks, Part 2, Wasserman et al., IEEE Expert, Spring 1988, pp. 10-15.
"An Intro. to Computing with Neural Nets", Lippmann, IEEE ASSP Magazine, 4/87, pp. 4-22.
"Experiments on Learning by Back Propagation", Plant et al., Carnegie-Mellon Univ., Dept. Computer Science, pp. 1-47, 6-86.
"Back-Propagation Networks for Event-Driven Temporal Sequence Processing", Shimohara et al., IEEE International Conference on Neural Networks, 7-88, pp. 665-672.
"Increased Effectiveness of Learning by Local Neural Feedback", Sobajic et al., Abstract of First INNS Meeting, vol. 1, Supp. 1, 1988, p. 222.
"Accelerating the Convergence of the Back Propagation Method", Vogl et al., Bio. Cybern. 59, 257-263, Spring 1988.
GTE Laboratories Incorporated
Lastova John R.
Yeo J. Stephen
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