Peng Ouyang

Deep Convolutional Neural Network Architecture With Reconfigurable Computation Patterns

Fengbin Tu, Shouyi Yin, Peng Ouyang et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2017 · 310 citations

Dcnn Acceleration, Convolutional Neural Network, Engineering +16

A High Energy Efficient Reconfigurable Hybrid Neural Network Processor for Deep Learning Applications

Shouyi Yin, Peng Ouyang, Shibin Tang et al. · IEEE Journal of Solid-State Circuits · 2017 · 211 citations

Engineering, Energy Efficiency, Computer Architecture +18

A 5.1pJ/Neuron 127.3us/Inference RNN-based Speech Recognition Processor using 16 Computing-in-Memory SRAM Macros in 65nm CMOS

Ruiqi Guo, Yonggang Liu, Shixuan Zheng et al. · 2019 · 97 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +20

High-performance video content recognition with long-term recurrent convolutional network for FPGA

Xiaofan Zhang, Xinheng Liu, Anand Ramachandran et al. · 2017 · 92 citations

Engineering, Machine Learning, Hardware Algorithm +20

A 1.06-to-5.09 TOPS/W reconfigurable hybrid-neural-network processor for deep learning applications

Shouyi Yin, Peng Ouyang, Shibin Tang et al. · 2017 · 90 citations

Engineering, Energy Efficiency, Computer Architecture +18