IEEE - Institute of Electrical and Electronics Engineers, Inc. - Some notes on perceptron learning

Proceedings of 1993 IEEE International Conference on Neural Networks (ICNN '93)

Author(s): Budinich, M.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1993
Conference Location: San Francisco, CA, USA, USA
Conference Date: 28 March 1993
ISBN (Paper): 0-7803-0999-5
DOI: 10.1109/ICNN.1993.298585
Regular:

Using a geometrical approach to the perceptron it is shown that, given n examples, learning is of maximal difficulty when the number of inputs, d, is such that n=5d. A modified perceptron... View More

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