Title :
A Modified Training Procedure for Linear Threshold Devices
Author :
Das, S.K. ; Stanat, D.F.
Author_Institution :
Systems Development Division, IBM Corporation, Research Triangle Park, N. C.
fDate :
4/1/1972 12:00:00 AM
Abstract :
A modification of conventional training techniques for linear threshold dichotomous pattern recognition is described. The modification is capable of convergence in some cases where the classical training techniques are not. The utility of this technique for signal detection problems is discussed.
Keywords :
Computer science; Encoding; Equations; Machine learning; Pattern recognition; Speech processing; Testing; Vectors; Classification techniques; event recognition; linear separability; pattern recognition; signal detection;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.1972.5008983
