Qinru Qiu

Reinforcement learning with analogue memristor arrays

Zhongrui Wang, Can Li, Wenhao Song et al. · Nature Electronics · 2019 · 362 citations

Engineering, Computational Neuroscience, Computer Engineering +4

In situ training of feed-forward and recurrent convolutional memristor networks

Zhongrui Wang, Can Li, Peng Lin et al. · Nature Machine Intelligence · 2019 · 299 citations

Engineering, Machine Learning, Computational Neuroscience +10

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning

Ning Liu, Zhe Li, Jielong Xu et al. · 2017 · 275 citations

Hierarchical Framework, Engineering, Dynamic Resource Allocation +18

Capacitive neural network with neuro-transistors

Zhongrui Wang, Mingyi Rao, Jin-Woo Han et al. · Nature Communications · 2018 · 268 citations · Full text

Dynamic power management based on continuous-time Markov decision processes

Qinru Qiu, Massoud Pedram · 1999 · 222 citations · Full text