Clipped-Hebbian training of the perceptron

Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/3781

Title:	Clipped-Hebbian training of the perceptron
Authors:	VAN DEN BROECK, Christian BOUTEN, Marcus
Issue Date:	1993
Publisher:	EDITIONS PHYSIQUE
Source:	EUROPHYSICS LETTERS, 22(3). p. 223-229
Abstract:	We present analytic results for the learning and generalization error in a perceptron, trained by the clipped Hebbian rule.
Notes:	VANDENBROECK, C, LIMBURGS UNIV CENTRUM,B-3590 DIEPENBEEK,BELGIUM.
Keywords:	GENERAL, THEORETICAL, AND MATHEMATICAL BIOPHYSICS (INC LOGIC OF BIOSYSTEMS, QUANTUM BIOLOGY AND RELEVANT ASPECTS OF THERMODYNAMICS, INFORMATION THEORY, CYBERNETICS, AND BIONICS); PROBABILITY THEORY, STOCHASTIC PROCESSES, AND STATISTICS; ORDER-DISORDER AND STATISTICAL MECHANICS OF MODEL SYSTEMS
Document URI:	http://hdl.handle.net/1942/3781
ISI #:	A1993LB19500011
Type:	Journal Contribution
Appears in Collections:	Research publications

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