An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep Convolutional Neural Networks using Stochastic Computing

Xiaolong Ma
Xiaolong Ma
Geng Yuan
Geng Yuan
Ao Ren
Ao Ren

ISQED, pp. 314-321, 2018.

Cited by: 0|Views15
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Abstract:

With recent trend of wearable devices and Internet of Things (IoTs), it becomes attractive to develop hardware-based deep convolutional neural networks (DCNNs) for embedded applications, which require low power/energy consumptions and small hardware footprints. Recent works demonstrated that the Stochastic Computing (SC) technique can rad...More

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