Data processing: artificial intelligence – Neural network – Structure
Reexamination Certificate
2004-07-30
2008-05-13
Vincent, David (Department: 2129)
Data processing: artificial intelligence
Neural network
Structure
C706S015000, C706S026000
Reexamination Certificate
active
07373333
ABSTRACT:
An information processing method and an information processing apparatus in which the learning efficiency may be improved and the scale may be extended readily. An integrated module42is formed by a movement pattern learning module by a local expression scheme. The local modules43-1to43-3of the integrated module42are each formed by a recurrent neural network as a movement pattern learning model by a distributed expression scheme. The local modules43-1to43-3are caused to learn plural movement patterns. Outputs from the local modules43-1to43-3, supplied with preset parameters, as inputs, are multiplied by gates44-1to44-3with coefficients W1to W3, respectively, and the resulting products are summed together and output.
REFERENCES:
patent: 5649065 (1997-07-01), Lo et al.
patent: 5699441 (1997-12-01), Sagawa et al.
patent: 5835633 (1998-11-01), Fujisaki et al.
patent: 5956702 (1999-09-01), Matsuoka et al.
patent: 6792413 (2004-09-01), Tani
patent: 2004/0036437 (2004-02-01), Ito
patent: 2002-086378 (2002-03-01), None
patent: WO 02/081157 (2002-10-01), None
“Real Time Recurrent Neural Networks for Time Series Prediction and Confidence Estimation”, Jenq-Neng Hwang; Little, E., Neural Networks, 1996., IEEE International Conference on Jun. 3-6, 1996, pp. 1889-1894 vol. 4.
“Self-Organization of Modules and Their Hierarchy in Robot Learning Problems: A Dynamical systems Approach”, Tani J., Nolfi S., (1997), Technical report SCSL-RL-97-008, Sony CSL, Tokio, J. http://citeseer.ist.psu.edu/article/tani97selforganization.html.
Wesolkowski S, et al: “A Comparative Study of Combination Schemes for an Ensemble of Digit-Recognition Neural Networks” 1997 IEEE International Conference on Systems, Man and Cybernetics: Computational Cybernetics and Simulation, Orlando, FL. Oct. 12-15, 1997, IEEE International Conference on Systems, Man and Cybernetics, New York, IEEE, US. vol. vol. 4, Oct. 12, 1997 (Oct. 12, 1997), pp. 3534-3539, XP000788344 ISBN: 0-7803-4054-X.
Ito Masato
Tani Jun
Riken
Tran Mai T
Vincent David
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