Xiaolong Ma

Neuromorphic architectures for nanoelectronic circuits

Özgür Türel, Jung H. Lee, Xiaolong Ma et al. · International Journal of Circuit Theory and Applications · 2004 · 117 citations

Engineering, Neural Networks (Machine Learning), Nanodevices +22

FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator

Geng Yuan, Payman Behnam, Zhengang Li et al. · 2021 · 68 citations

Mixed-signal Dnn Accelerator, Engineering, Computer Architecture +17

A Back-Pressure-Based Model With Fixed Phase Sequences for Traffic Signal Optimization Under Oversaturated Networks

Dongfang Ma, Jiawang Xiao, Xiang Song et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 61 citations

Traffic Signal Optimization, Intelligent Traffic Management, Pareto Frontier +13

PIM-Prune: Fine-Grain DCNN Pruning for Crossbar-Based Process-In-Memory Architecture

Chaoqun Chu, Yanzhi Wang, Yilong Zhao et al. · 2020 · 58 citations

Engineering, Machine Learning, Fine-grain Dcnn Pruning +16

An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM

Geng Yuan, Xiaolong Ma, Caiwen Ding et al. · 2019 · 57 citations

Engineering, Computer Architecture, Weight Pruning +16