Pruning versus clipping in neural networks

Steven A. Janowsky
Phys. Rev. A 39, 6600 – Published 1 June 1989
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Abstract

The number of interconnections in a neutral network is reduced by eliminating the ‘‘weakest’’ bonds. The performance is then improved by reapplying the learning algorithm.

  • Received 30 November 1988

DOI:https://doi.org/10.1103/PhysRevA.39.6600

©1989 American Physical Society

Authors & Affiliations

Steven A. Janowsky

  • Department of Physics, Harvard University, Cambridge, Massachusetts 02138

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Vol. 39, Iss. 12 — June 1989

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