Feed-forward neural network

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395 27, G06F 1518

Patent

active

054386462

ABSTRACT:
A Forward Feed Neural Network is disclosed using data flow techniques on a data flow microprocessor. As a result of this invention, a neural network is provided that has the capacity of "learning" to distinguish among patterns of data which may differ recognizably from idealized cases, and is able to perform pattern recognition faster while utilizing less memory and fewer clock cycles than neural networks implemented on sequential processors. This implementation is simpler and faster because of an inherent similarity between the flow of information in the brain and in data flow architecture.

REFERENCES:
patent: 4893234 (1990-01-01), Davidson et al.
patent: 5140531 (1992-08-01), Engeler
patent: 5195171 (1993-03-01), Takatori et al.
patent: 5204938 (1993-04-01), Skopura et al.
Kishi, "Application of Data-Flow Computer to Numerical Simulation", IECON '89, 15th Ann. Conf. of IEEE Indus. Elect. Soc., vol. 4, pp. 781-784, Nov. 6-10, 1989.
Quenot et al., "A Data Flow Processor for Real Time Low Level Image Processing", Euro ASIC '91, pp. 92-95, May 27-31, 1991.
Schmidt et al., "Data Driven Array Processor for Video Signal Processing", IEEE Transactions on Consumer Electronics, Aug. 1990, vol. 36, Iss. 3, pp. 327-333.
Jeffery, "The .mu.PD7281 Processor", BYTE Magazine, Nov. 1985.
".mu.PD7281 Image Pipelined Processor", Jan. 1987, Data Sheet, NEC Electronics Inc.
Richard P. Lippmann, "An Introduction to Computing with Neural Nets", Apr. 1987, IEEE ASSP Magazine.
Robert Jay Brown, "An Artificial Neural Network Experiment", Apr. 1987, Dr. Dobb's Journal of Software Tools.
John J. Hopfield, David W. Tank, "Computing with Neural Circuits: A Model", Aug. 8, 1986, Science, vol. 233.
John J. Shynk, "Performance Surfaces of a Single-Layer Perception", Sep. 1990, IEEE Transactions on Neural Networks, vol. 1, No. 3.
Tom Jeffery, "The .mu.PD7281 Processor", Nov. 1985, BYTE Magazine, New York.
".mu.PD7281 Image Pipelined Processor", Jan. 1987 data sheet, NEC Electronics Inc.
".mu.PD7281 Image Pipelined Processor", Apr. 1985, NEC Electronics Inc.
".mu.PD7281 Image Pipelined Processor (ImPP) Software Package User's Manual", Oct. 1986, NEC Electronics Inc.

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