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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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