Pattern recognition apparatus and pattern learning apparatus emp

Details Pattern recognition apparatus and pattern learning apparatus emp Pattern recognition apparatus and pattern learning apparatus emp

1992-03-30

1994-06-21

Boudreau, Leo H.

Image analysis

Histogram processing

For setting a threshold

395 24, G06K 900

Patent

active

053234715

ABSTRACT:
Disclosed in a pattern recognition apparatus including a neural net including a plurality of mutually coupled excitatory element-inhibitory element paris. The elements in the neural net are coupled through pair coupling coefficients and an excitatory element coupling coefficient. A teacher signal generator outputs a successive teacher signal Q (t) and its infinitesimal variation .DELTA.Q (t) in accordance with a learning pattern, to apply the output teacher signal and the output small variation to a coupling coefficient controller. The coupling coefficient controller carries out a learning processing in accordance with the teacher signal, so that the coupling coefficients in the neural net are updated. An operation time necessary for a pattern recognition is shortened. In addition, since the learning processing is carried out by only a forward processing on time base, a learning time is also decrease.

REFERENCES:
patent: 5060278 (1991-10-01), Fukumizu
patent: 5259065 (1993-11-01), Takatori et al.
K. Fukushima et al. "Handwritten Alphanumeric Character Recogniton by the Neocognitron", IEEE Transaction on Neural Networks, vol. 2, No. 3, May 1991, pp. 355-365.
"Nonlinear Dynamics of Pattern Formation and Pattern Recognition in the Rabbit Olfactory Bulb", B. Baird, Physica 22D (1986) pp. 150-175.
"A Learning Algorithm to Teach Spatiotemporal Patterns to Recurrent Neural Networks", M. Sato, Biol. Cybern. 62, pp. 259-263 (1990).
"Approximation of Nonlinear Dynamics by Recurrent Network and Learning Chaos", Y. Murakami et al., NC90-81, pp. 77-82 (no date).
"A Recurrent Network Which Learns Chaotic Dynamics", Yoshihiko Murakami et al., ACNN'91, pp. 1-4 (1991.2).
"APOLONN Brings Us to the Real World: Learning Nonlinear Dynamics and Fluctuations in Nature", Masaaki Sato et al., IJCNN 90 at San Diego vol. 1, pp. 581-587 (1990.6).

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