Neural network incorporating difference neurons

Details Neural network incorporating difference neurons Neural network incorporating difference neurons

1993-01-22

1994-10-25

Downs, Robert W.

395 27, G06F 1542

Patent

active

053597001

ABSTRACT:
An artificial neural network incorporating difference type, non-MP (McCullough-Pitts) neuron cells and a method and apparatus for training this network. More specifically, the output of each neuron cell is a nonlinear mapping of a distance metric of a difference vector and an offset. The difference vector is the difference between an input and a reference vector; the offset is representative of the radius of a hyperspheroidal discriminant function.

REFERENCES:
patent: 4326259 (1982-04-01), Cooper et al.
patent: 4760604 (1988-07-01), Cooper et al.
patent: 4852018 (1989-07-01), Grossberg et al.
patent: 4918618 (1990-04-01), Tomilinson
patent: 4979124 (1990-12-01), Sachse et al.
patent: 5052043 (1991-09-01), Gaborski
patent: 5073867 (1991-12-01), Murphy et al.
patent: 5097141 (1992-03-01), Leivian et al.
patent: 5136663 (1992-08-01), Nishio
patent: 5276772 (1994-01-01), Wang et al.
Poggio et al, "Regularization Algorithms for Learning that are Equivalent to Multilayer Networks", Science, Feb. 1990, 978-982.
Reilly et al, "An Overview of Neural Networks: Early Models to Real World Systems", An Intro. to Neural and Electronic Networks, 1990, 227-248.
Chen et al, "Orthogonal Least Squares Learning Algorithm for Radial Basis Function Networks", IEEE Trans Neural Networks, Mar. 1991, 302-309.
Hartstein et al, "A Self-Learning Threshold-Controlled Neural Network", Proc. IEEE Intl. Conf. on Neural Networks, Jul. 1988, I-425 to I-430.
Bailey et al, "Why VLSI Implementations of Associative VLCNs Require Connection Multiplexing", Proc. IEEE Intl. Conf. on Neural Networks, Jul. 1988, II-173-180.
McClelland et al, "Explorations in Parallel Distributed Processing", MIT Press, 1988, pp. 156-158.

Affiliated with

Also associated with

Rating

Neural network incorporating difference neurons 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 incorporating difference neurons, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Neural network incorporating difference neurons will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-142038