Zhiqiang Liao

The effect of a diet based on rice straw co-fermented with probiotics and enzymes versus a fresh corn Stover-based diet on the rumen bacterial community and metabolites of beef cattle

Yongqiang Hu, Yüyong He, Shan Gao et al. · Scientific Reports · 2020 · 41 citations · Full text

Enhancing Performance of Convolutional Neural Network-Based Epileptic Electroencephalogram Diagnosis by Asymmetric Stochastic Resonance

Zhuozheng Shi, Zhiqiang Liao, Hitoshi Tabata · IEEE Journal of Biomedical and Health Informatics · 2023 · 39 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Echo state network activation function based on bistable stochastic resonance

Zhiqiang Liao, Zeyu Wang, Hiroyasu Yamahara et al. · Chaos Solitons & Fractals · 2021 · 35 citations

Engineering, Bistable Stochastic Resonance, Reservoir Computing +2

Low-power-consumption physical reservoir computing model based on overdamped bistable stochastic resonance system

Zhiqiang Liao, Zeyu Wang, Hiroyasu Yamahara et al. · Neurocomputing · 2021 · 28 citations

Engineering, Low-power-consumption Physical Reservoir, Computer Engineering +7

Phase locking of ultra-low power consumption stochastic magnetic bits induced by colored noise

Zhiqiang Liao, Kaijie Ma, Siyi Tang et al. · Chaos Solitons & Fractals · 2021 · 25 citations

Phase Locking, Magnetism, Spintronics +13