SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing

Ao Ren
Ao Ren
Caiwen Ding
Caiwen Ding

ASPLOS, pp. 405-418, 2017.

Cited by: 98|Views61
EI

Abstract:

With the recent advance of wearable devices and Internet of Things (IoTs), it becomes attractive to implement the Deep Convolutional Neural Networks (DCNNs) in embedded and portable systems. Currently, executing the software-based DCNNs requires high-performance servers, restricting the widespread deployment on embedded and mobile IoT dev...More

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