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Analysis of saturation problem in RAM-based neural networks

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2 Author(s)
Filho, E.C.D.B.C. ; Univ. Federal de Pernambuco, Recife, Brazil ; Fairhurst, M.C.

The problem of uneven saturation across the layers of RAM-based neural networks is investigated. It proposes a technique to generate a greater uniformity in saturation levels among the layers to specify the ideal connectivity between layers and to cope with the consequences of the saturation problem.

Published in:

Electronics Letters  (Volume:28 ,  Issue: 4 )