Muhammad Imran

17 papers A* 1A 4Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Variation Resilient Schemes and Approximation-Free Offset Compensation for Reliable ReRAM-Based DNN Accelerators.
IEEE Trans. Emerg. Top. Comput.
Je-Woo Jang, Junyong Oh, Sung-Hyuk Cho, Jae-Youn Hong, Muhammad Imran, Jaeyong Chung, Joon-Sung Yang
2025 J jnl
Low-Cost Yet Effective Trojan Mitigation Techniques for Approximate Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Zohaib Tariq, Haroon Waris, Rehan Ahmed, Yuqin Dou, Weiqiang Liu, Muhammad Imran
2024 J jnl
HYDRA: A Hybrid Resistance Drift Resilient Architecture for Phase Change Memory-Based Neural Network Accelerators.
IEEE Trans. Computers
Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang
2023 J jnl
CRAFT: Criticality-Aware Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks.
CoRR
Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang
2023 J jnl
CRAFT: Criticality-Aware Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang
2022 J jnl
ADAPT: A Write Disturbance-Aware Programming Technique for Scaled Phase Change Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Muhammad Imran, Taehyun Kwon, Joon-Sung Yang
2022 J jnl
CEnT: An Efficient Architecture to Eliminate Intra-Array Write Disturbance in PCM.
IEEE Trans. Computers
Muhammad Imran, Taehyun Kwon, Nur A. Touba, Joon-Sung Yang
2022 A conf
DynaPAT: A Dynamic Pattern-Aware Encoding Technique for Robust MLC PCM-Based Deep Neural Networks.
ICCAD
Thai-Hoang Nguyen, Muhammad Imran, Joon-Sung Yang
2021 A* conf
Low-Cost and Effective Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks.
DAC
Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang
2021 J jnl
Reliability Enhanced Heterogeneous Phase Change Memory Architecture for Performance and Energy Efficiency.
IEEE Trans. Computers
Taehyun Kwon, Muhammad Imran, Joon-Sung Yang
2020 J jnl
Cost-Effective Reliable MLC PCM Architecture Using Virtual Data Based Error Correction.
IEEE Access
Taehyun Kwon, Muhammad Imran, Joon-Sung Yang
2020 A conf
Effective Write Disturbance Mitigation Encoding Scheme for High-density PCM.
DATE
Muhammad Imran, Taehyun Kwon, Joon-Sung Yang
2020 J jnl
Pattern-Aware Encoding for MLC PCM Storage Density, Energy Efficiency, and Performance Enhancement.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Taehyun Kwon, Muhammad Imran, Joon-Sung Yang
2020 J jnl
Virtual-Tile-Based Flip-Flop Alignment Methodology for Clock Network Power Optimization.
IEEE Trans. Very Large Scale Integr. Syst.
Taehyun Kwon, Muhammad Imran, David Z. Pan, Joon-Sung Yang
2020 J jnl
Virtualization-Based Efficient TSV Repair for 3-D Integrated Circuits.
IEEE Access
Muhammad Imran, Hyunseung Han, Jooho Kim, Taehyun Kwon, Jaeyong Chung, Joon-Sung Yang
2019 A conf
Flipcy: Efficient Pattern Redistribution for Enhancing MLC PCM Reliability and Storage Density.
ICCAD
Muhammad Imran, Taehyun Kwon, Jung Min You, Joon-Sung Yang
2018 A conf
Heterogeneous PCM array architecture for reliability, performance and lifetime enhancement.
DATE
Taehyun Kwon, Muhammad Imran, Jung Min You, Joon-Sung Yang