Xiaochen Peng

NeuroSim: A Circuit-Level Macro Model for Benchmarking Neuro-Inspired Architectures in Online Learning

Pai-Yu Chen, Xiaochen Peng, Shimeng Yu · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2018 · 632 citations

Engineering, Computer Engineering, Computer Science +17

NeuroSim+: An integrated device-to-algorithm framework for benchmarking synaptic devices and array architectures

Pai-Yu Chen, Xiaochen Peng, Shimeng Yu · 2017 · 421 citations

Engineering, Computer Engineering, Computer Systems +17

Compute-in-Memory Chips for Deep Learning: Recent Trends and Prospects

Shimeng Yu, Hongwu Jiang, Shanshi Huang et al. · IEEE Circuits and Systems Magazine · 2021 · 359 citations

Engineering, Computer Engineering, Computer Science +17

DNN+NeuroSim: An End-to-End Benchmarking Framework for Compute-in-Memory Accelerators with Versatile Device Technologies

Xiaochen Peng, Shanshi Huang, Yandong Luo et al. · 2019 · 341 citations

Computing, Computer Engineering, Computer Science +17

DNN+NeuroSim V2.0: An End-to-End Benchmarking Framework for Compute-in-Memory Accelerators for On-Chip Training

Xiaochen Peng, Shanshi Huang, Hongwu Jiang et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 285 citations

Computing, Computer Engineering, Computer Science +17