Pseudo-inverse with increasing threshold: An error-recovery pattern recognition algorithm

Document Type

Conference Proceeding

Publication Date

1-1-1992

Abstract

A pseudo-inverse algorithm with an increasing threshold value for pattern recognition is presented. This method is particularly useful when the original matrix is not a square matrix. The algorithm and its implementation are studied. Using English capital letters as samples, the error-recovery capability of the proposed algorithm is observed to be better than that of the fixed threshold algorithm. Noisy patterns with 20% errors, i.e., 12 in Hamming distance, can be recognized using this approach.

Identifier

85067335817 (Scopus)

ISBN

[0780308093, 9780780308091]

Publication Title

Proceedings 1992 Rnns IEEE Symposium on Neuroinformatics and Neurocomputers Rnns 1992

External Full Text Location

https://doi.org/10.1109/RNNS.1992.268541

First Page

888

Last Page

894

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