N-dimensional coulomb neural network which provides for cumulati

Details N-dimensional coulomb neural network which provides for cumulati N-dimensional coulomb neural network which provides for cumulati

1988-01-19

1990-01-30

Zache, Raulfe B.

Boots, shoes, and leggings

364916, 3649162, 364513, G06F 1518

Patent

active

048978116

ABSTRACT:
A learning algorithm for the N-dimensional Coulomb network is disclosed which is applicable to multi-layer networks. The central concept is to define a potential energy of a collection of memory sites. Then each memory site is an attractor of other memory sites. With the proper definition of attractive and repulsive potentials between various memory sites, it is possible to minimize the energy of the collection of memories. By this method, internal representations may be "built-up" one layer at a time. Following the method of Bachmann et al. a system is considered in which memories of events have already been recorded in a layer of cells. A method is found for the consolidation of the number of memories required to correctly represent the pattern environment. This method is shown to be applicable to a supervised or unsupervised learning paradigm in which pairs of input and output patterns are presented sequentially to the network. The resulting learning procedure develops internal representations in an incremental or cumulative fashion, from the layer closest to the input, to the output layer.

REFERENCES:
patent: 4752906 (1988-06-01), Kleinfeld
patent: 4796199 (1989-01-01), Hammerstrom et al.
A Relaxation Model for Memory with High Storage Density by Charles M. Bachmann et al.-Neural Networks, pp. 1-9.

Affiliated with

Also associated with

Rating

N-dimensional coulomb neural network which provides for cumulati does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with N-dimensional coulomb neural network which provides for cumulati, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and N-dimensional coulomb neural network which provides for cumulati will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-1927819