Junpeng Wang

According to our database, Junpeng Wang authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

NicePIM: Design Space Exploration for Processing-In-Memory DNN Accelerators With 3-D Stacked-DRAM.

Junpeng Wang, Mengke Ge, Bo Ding, Qi Xu, Song Chen, Yi Kang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2024

Allspark: Workload Orchestration for Visual Transformers on Processing In-Memory Systems.

Mengke Ge, Junpeng Wang, Binhan Chen, Yingjian Zhong, Haitao Du, Song Chen, Yi Kang

CoRR, 2024

ILP-based Multi-Branch CNNs Mapping on Processing-in-Memory Architecture.

Haodong Han, Junpeng Wang, Bo Ding, Song Chen

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Task Modules Partitioning, Scheduling and Floorplanning for Partially Dynamically Reconfigurable Systems with Heterogeneous Resources.

Bo Ding, Jinglei Huang, Junpeng Wang, Qi Xu, Song Chen, Yi Kang

ACM Trans. Design Autom. Electr. Syst., November, 2023

Memory-aware Partitioning, Scheduling, and Floorplanning for Partially Dynamically Reconfigurable Systems.

Bo Ding, Jinglei Huang, Qi Xu, Junpeng Wang, Song Chen, Yi Kang

ACM Trans. Design Autom. Electr. Syst., January, 2023

DDAM: Data Distribution-Aware Mapping of CNNs on Processing-In-Memory Systems.

Junpeng Wang, Haitao Du, Bo Ding, Qi Xu, Song Chen, Yi Kang

ACM Trans. Design Autom. Electr. Syst., 2023

Reliability-Driven Memristive Crossbar Design in Neuromorphic Computing Systems.

Qi Xu, Junpeng Wang, Bo Yuan, Qi Sun, Song Chen, Bei Yu, Yi Kang, Feng Wu

IEEE Trans Autom. Sci. Eng., 2023

NicePIM: Design Space Exploration for Processing-In-Memory DNN Accelerators with 3D-Stacked-DRAM.

Junpeng Wang, Mengke Ge, Bo Ding, Qi Xu, Song Chen, Yi Kang

CoRR, 2023

A Lightweight Stereo Matching Neural Network Based on Depthwise Separable Convolution.

Zetao Guo, Junpeng Wang, Song Chen, Yi Kang

Proceedings of the IEEE International Conference on Integrated Circuits, 2023

2022

Task modules Partitioning, Scheduling and Floorplanning for Partially Dynamically Reconfigurable Systems Based on Modern Heterogeneous FPGAs.

Bo Ding, Jinglei Huang, Junpeng Wang, Qi Xu, Song Chen, Yi Kang

CoRR, 2022

Sense: Model Hardware Co-design for Accelerating Sparse Neural Networks.

Wenhao Sun, Deng Liu, Zhiwei Zou, Wendi Sun, Junpeng Wang, Yi Kang, Song Chen

CoRR, 2022

2021

A Non-volatile Computing-in-Memory ReRAM Macro using Two-bit Current-Mode Sensing Amplifier.

Qiqiao Wu, Wenhao Sun, Junpeng Wang, Xuefei Bai, Feng Zhang, Song Chen, Yi Kang

Proceedings of the 10th IEEE Non-Volatile Memory Systems and Applications Symposium, 2021

Reliability-Driven Neuromorphic Computing Systems Design.

Qi Xu, Junpeng Wang, Hao Geng, Song Chen, Xiaoqing Wen

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Reliability-Driven Neural Network Training for Memristive Crossbar-Based Neuromorphic Computing Systems.

Junpeng Wang, Qi Xu, Bo Yuan, Song Chen, Bei Yu, Feng Wu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020