Quan Cheng

A High Performance Multi-Bit-Width Booth Vector Systolic Accelerator for NAS Optimized Deep Learning Neural Networks

Mingqiang Huang, Yucen Liu, Changhai Man et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2022 · 47 citations

Engineering, Hybrid Booth, Hardware Acceleration +14

A Configurable Floating-Point Multiple-Precision Processing Element for HPC and AI Converged Computing

Wei Mao, Kai Li, Quan Cheng et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2021 · 33 citations

Artificial Intelligence, Multiplication Array, Engineering +18

An Energy-Efficient Mixed-Bitwidth Systolic Accelerator for NAS-Optimized Deep Neural Networks

Wei Mao, Liuyao Dai, Kai Li et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2022 · 19 citations

Engineering, Hardware Acceleration, Mixed-bitwidth Convolution Accelerators +13

A Low-Power Sparse Convolutional Neural Network Accelerator With Pre-Encoding Radix-4 Booth Multiplier

Quan Cheng, Liuyao Dai, Mingqiang Huang et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 2022 · 18 citations

Reliability Exploration of System-on-Chip With Multi-Bit-Width Accelerator for Multi-Precision Deep Neural Networks

Quan Cheng, Mingqiang Huang, Changhai Man et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2023 · 18 citations

Artificial Intelligence, Convolutional Neural Network, Reliability Engineering +14