Generic model implementation of deep neural network activation functions using GWO-optimized SCPWL model on FPGA

The implementation of non-linear Activation Functions (AFs) within the Artificial Neural Network (ANN) on the Field Programmable Gate Array (FPGA) is substantial due to the various applications it performs. Accuracy, speed and complexity are the most crucial factors considered in this implementation...

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Veröffentlicht in:Microprocessors and microsystems 2020-09, Vol.77, p.103141, Article 103141
Hauptverfasser: Al-Rikabi, Hussein M.H., Al-Ja’afari, Mohannad A.M., Ali, Ameer H., Abdulwahed, Saif H.
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Sprache:eng
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