Qiuwen Lou

Design Flow of Accelerating Hybrid Extremely Low Bit-Width Neural Network in Embedded FPGA

Junsong Wang, Qiuwen Lou, Xiaofan Zhang et al. · 2018 · 104 citations

Engineering, Neural Network, Hardware Algorithm +16

Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators

Weiwen Jiang, Qiuwen Lou, Zheyu Yan et al. · IEEE Transactions on Computers · 2020 · 85 citations

Neural Architectures, Electrical Engineering, Memory Wall +14

Cellular neural network friendly convolutional neural networks — CNNs with CNNs

András Horváth, Michael Hillmer, Qiuwen Lou et al. · 2017 · 27 citations

Tunnel Transistors, Convolutional Neural Network, Deep Neural Networks +11

A Mixed Signal Architecture for Convolutional Neural Networks

Qiuwen Lou, Chenyun Pan, John McGuinness et al. · ACM Journal on Emerging Technologies in Computing Systems · 2019 · 26 citations · Full text

Convolutional Neural Network, Engineering, Neural Networks (Machine Learning) +21

Hardware design and the competency awareness of a neural network

Yukun Ding, Weiwen Jiang, Qiuwen Lou et al. · Nature Electronics · 2020 · 21 citations

Artificial Intelligence, Engineering, Computer Design +10