EANN: Energy Adaptive Neural Networks

EANN: Energy Adaptive Neural Networks

This paper proposes an Energy Adaptive Feedforward Neural Network (EANN). It uses multiple approximation techniques in the hardware implementation of the neuron unit. The used techniques are precision scaling, approximate multiplier, computation skipping, neuron skipping, activation function approxi...

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Bibliographic Details
Main Authors: Salma Hassan, Sameh Attia, Khaled Nabil Salama, Hassan Mostafa
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Electronics
Subjects:
ANN
approximate computing
Partial Dynamic Reconfiguration
energy adaptive
Online Access:https://www.mdpi.com/2079-9292/9/5/746

Internet

https://www.mdpi.com/2079-9292/9/5/746

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