Neural network processing apparatus for identifying an unknown i

Image analysis – Histogram processing – For setting a threshold

Patent

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

395 23, 382 10, G06F 1300

Patent

active

052456978

ABSTRACT:
A neural network processing apparatus calculates an average of the absolute values of differences between the output values of all neurons and a center value whenever the output value of all neurons change, and calculates the difference between the average and the previous average. If the average is larger than a threshold or the previous average, the gain of a function in the network is decreased. If the average is smaller than the threshold or the previous average, the gain of the function is increased. Then the controlled function is set to each neuron and the neural network is activated repeatedly to correctly identify an unknown multivalued image pattern.

REFERENCES:
patent: 3735272 (1973-05-01), Nyswander
patent: 4439864 (1984-03-01), Qureshi
patent: 5003490 (1991-03-01), Castelaz et al.
patent: 5023819 (1991-06-01), Pitts
patent: 5056897 (1991-10-01), Akiyama et al.
patent: 5060275 (1991-10-01), Fukumizu
Lippman, Richard P., "An Introduction to Computing with Neural Nets", IEEE ASSP Mag, Apr. 1987.
Rumelhart et al, "Learning Representations by Error Propagation", Parallel Distributed Processing, vol. 1, Foundations, 1986, pp. 318-362.
Hinton et al., "Boltzmann Machines: Constraint Satisfaction Networks that Learn", Tech. Report CMU-CS-84, 119, 1984.
Szu, H., "Fast Simulated Annealing", AIP Conference Proceedings 151, 1986, 420-425.
Bilbro et al., "Optimization by Mean Field Annealing", Advances in Neural Info. Proc. Syst. I, 1989, 91-98.
J. J. Hopfield, "Neurons with graded response have collective computational properties like those of two-state neurons", Proceedings of the National Academy of Sciences 81:3088-3092, 1984, pp. 579-583.

LandOfFree

Say what you really think

Search LandOfFree.com for the USA inventors and patents. Rate them and share your experience with other people.

Rating

Neural network processing apparatus for identifying an unknown i does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Neural network processing apparatus for identifying an unknown i, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Neural network processing apparatus for identifying an unknown i will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFUS-PAI-O-2034562

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.