Xiaocong Du

A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy

Chenchen Liu, Qing Yang, Bonan Yan et al. · 2016 · 49 citations

Computing Engine Optimized, Electrical Engineering, Engineering +14

Accurate Inference With Inaccurate RRAM Devices: A Joint Algorithm-Design Solution

Gouranga Charan, Abinash Mohanty, Xiaocong Du et al. · IEEE Journal on Exploratory Solid-State Computational Devices and Circuits · 2020 · 41 citations · Full text

Engineering, Machine Learning, Computer Architecture +17

Random sparse adaptation for accurate inference with inaccurate multi-level RRAM arrays

Abinash Mohanty, Xiaocong Du, Pai-Yu Chen et al. · 2017 · 40 citations

Sparse Representation, Engineering, Machine Learning +15

Accurate Inference with Inaccurate RRAM Devices: Statistical Data, Model Transfer, and On-line Adaptation

Gouranga Charan, Jubin Hazra, Karsten Beckmann et al. · 2020 · 40 citations

Engineering, Machine Learning, Computer Architecture +22

GAR: Graph Assisted Reasoning for Object Detection

Zheng Li, Xiaocong Du, Yu Cao · 2020 · 25 citations

Convolutional Neural Network, Graph Neural Network, Machine Vision +13