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Hardware Implementation of a Softmax-Like Function for Deep Learning

In this paper a simplified hardware implementation of a CNN softmax-like layer is proposed. Initially the softmax activation function is analyzed in terms of required numerical accuracy and certain optimizations are proposed. A proposed adaptable hardware architecture is evaluated in terms of the in...

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Príomhchruthaitheoirí: Ioannis Kouretas, Vassilis Paliouras
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: MDPI AG 2020-08-01
Sraith:Technologies
Ábhair:
Rochtain ar líne:https://www.mdpi.com/2227-7080/8/3/46
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