Yidong Liu

A Stochastic Computational Multi-Layer Perceptron with Backward Propagation

Yidong Liu, Siting Liu, Yanzhi Wang et al. · IEEE Transactions on Computers · 2018 · 111 citations

Computing, Computer Engineering, Computer Science +13

An Energy-Efficient and Noise-Tolerant Recurrent Neural Network Using Stochastic Computing

Yidong Liu, Leibo Liu, Fabrizio Lombardi et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2019 · 44 citations

Engineering, Computer Engineering, Computer Science +15

A stochastic approach for the reliability evaluation of multi-state systems with dependent components

Xiaogang Song, Zhengjun Zhai, Yidong Liu et al. · Reliability Engineering & System Safety · 2017 · 39 citations

Engineering, Systems Engineering, Stochastic Modeling +16

An Energy-Efficient Online-Learning Stochastic Computational Deep Belief Network

Yidong Liu, Yanzhi Wang, Fabrizio Lombardi et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2018 · 26 citations

Computing, Computer Science, Artificial Intelligence +15

An energy-efficient stochastic computational deep belief network

Yidong Liu, Yanzhi Wang, Fabrizio Lombardi et al. · 2018 · 19 citations

Computing, Computer Science, Artificial Intelligence +15