most citedNew-Generation Design-Technology Co-Optimization (DTCO): Machine-Learning Assisted Modeling Framework

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eess.SP2019

An Energy-Efficient Mixed-Signal Parallel Multiply-Accumulate (MAC) Engine Based on Stochastic Computing

Xinyue Zhang, Jiahao Song, Yuan Wang +4

Convolutional neural networks (CNN) have achieved excellent performance on various tasks, but deploying CNN to edge is constrained by the high energy consumption of convolution ope…

eess.SP2019

Memory System Designed for Multiply-Accumulate (MAC) Engine Based on Stochastic Computing

Xinyue Zhang, Yuan Wang, Yawen Zhang +5

Convolutional neural network (CNN) achieves excellent performance on fascinating tasks such as image recognition and natural language processing at the cost of high power consumpti…