Publication Details

Theoretical and Experimental Investigations in Trainable Pattern-Classifying Systems

by NIlsson, N. J.

Technical Note
Institution: AI Center, SRI International
Address: 333 Ravenswood Ave, Menlo Park, CA 94025
Sept 1965.

Note: RADC-TR-65-257. Rome Air Development Center. Prepared under contract AF30(602)-3448, Project 5581, Task 558104.

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Abstract

Motivation is given for the use of various trainable pattern-classifying structures called linear and piecewise linear (PWL) machines. The results of various experiments in training are presented. Two different types of training methods were investigated: mode-seeking and error -correction methods.

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