IEEE - Institute of Electrical and Electronics Engineers, Inc. - An optimally robust, fast-learning, pattern recognizer derived from a noniterative neural network learning theory

Proceedings of 1st International Conference on Information Communications and Signal Processing

Author(s): Chia-Iun John Hu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1997
Conference Location: Singapore, Singapore
Conference Date: 12 September 1997
Volume: 1
ISBN (Paper): 0-7803-3676-3
DOI: 10.1109/ICICS.1997.647086
Regular:

It is proved analytically that, whenever the input-output mapping of a one-layered, hard-limited perceptron satisfies a positive, linear independency (PLI) condition, the connection matrix A to... View More

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