Analysis of the Hebbian Rule By Counting Methods

Piret, Paul
(1991) Philips Journal of Research — Vol. 45, n° 6, p. 433-442 (1991)

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  • Piret, PaulUCLouvain
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Abstract
Some properties of the Hebbian rule are analysed by means of counting methods. The emphasis is on the capacity and the error-correcting capability of the neural networks that implement this rule. This approach greatly simplifies the analysis of this class of networks.
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Piret, P. (1991). Analysis of the Hebbian Rule By Counting Methods. Philips Journal of Research, 45(6), 433-442. https://hdl.handle.net/2078.5/137854 (Original work published 1991)