Neural Network Classifiers Using a Hardware-Based Approximate Activation Function with a Hybrid Stochastic Multiplier

Bingzhe Li
Bingzhe Li
Yaobin Qin
Yaobin Qin

JETC, pp. 12-21, 2019.

Cited by: 5|Views20
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Abstract:

Neural networks are becoming prevalent in many areas, such as pattern recognition and medical diagnosis. Stochastic computing is one potential solution for neural networks implemented in low-power back-end devices such as solar-powered devices and Internet of Things (IoT) devices. In this article, we investigate a new architecture of stoc...More

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