Hung-Sheng Chang

DL-RSIM: A Reliability and Deployment Strategy Simulation Framework for ReRAM-based CNN Accelerators

Hsiang-Yun Cheng, Meng-Fan Chang, Chia-Lin Yang, 2022, ACM Transactions on Embedded Computing Systems.

Sparse ReRAM Engine: Joint Exploration of Activation and Weight Sparsity in Compressed Neural Networks

Chia-Lin Yang, Hsiang-Pang Li, Hung-Sheng Chang, 2019, 2019 ACM/IEEE 46th Annual International Symposium on Computer Architecture (ISCA).

DL-RSIM: A Simulation Framework to Enable Reliable ReRAM-based Accelerators for Deep Learning

Meng-Fan Chang, Chia-Lin Yang, Wei-Ting Lin, 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

A disturbance-aware sub-block design to improve reliability of 3D MLC flash memory

Tei-Wei Kuo, Yuan-Hao Chang, Hsiang-Pang Li, 2016, 2016 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

Achieving Lossless Accuracy with Lossy Programming for Efficient Neural-Network Training on NVM-Based Systems

Tei-Wei Kuo, Yuan-Hao Chang, Wei-Chen Wang, 2019, ACM Trans. Embed. Comput. Syst..

Marching-Based Wear-Leveling for PCM-Based Storage Systems

Tei-Wei Kuo, Yuan-Hao Chang, Pi-Cheng Hsiu, 2015, TODE.

A Kernel Unfolding Approach to Trade Data Movement with Computation Power for CNN Acceleration

Tei-Wei Kuo, Yuan-Hao Chang, Hung-Sheng Chang, 2020, 2020 9th Non-Volatile Memory Systems and Applications Symposium (NVMSA).