arrow
Back
M

Meng‐Fan Chang

national tsing hua university

65H-index
354Paper Count
1.6WCitation Count
Published Papers 37
Publication Date
Hardware Acceleration of Kolmogorov–Arnold Network (KAN) in Large-Scale Systems
err2026-04-01
err0
PREAI
errWei-Hsing Huang; Jianwei Jia; Yuyao Kong; Faaiq Waqar; Tai-Hao Wen; Meng-Fan Chang; Shimeng Yu
errShare
errSave
A μ-NMC-Δ-IMC Heterogeneous STT-MRAM Compute-in-Memory Macro Using Δ-Clamping Bit Reduction for Noise-Tolerant Bayesian Neural Networks
err2025-10-23
err0
PREAI
errDe-Qi You; Win-San Khwa; Bo Zhang; Fang-Yi Chen; Andrew Lee; Yu-Cheng Hung; Yi-Ming Li; Yu-Hui Wang; Chung-Chuan Lo; Ren-Shuo Liu; Chih-Cheng Hsieh; Kea-Tiong Tang; Yu-Der Chih; Tsung-Yung Jonathan Chang; Meng-Fan Chang
errShare
errSave
A Microscaling Multi-Mode Gain-Cell Computing-in-Memory Macro for Advanced AI Edge Device
err2025-10-15
err0
PREAI
errJen-Chun Tien; Ping-Chun Wu; Win-San Khwa; Ashwin Sanjay Lele; Jian-Wei Su; Chiao-Yen Cheng; Jun-Ming Hsu; Yu-Chen Chen; Le-Jung Hsieh; Jyun-Cheng Bai; Yu-Sheng Kao; Tsung-Han Lou; Jui-Jen Wu; Chung-Chuan Lo; Ren-Shuo Liu; Chih-Cheng Hsieh; Kea-Tiong Tang; Meng-Fan Chang
errShare
errSave
A mixed-precision memristor and SRAM compute-in-memory AI processor
errNATURE
IF48.5
err2025-03-05
err1
PREAI
errKhwa, Win-San; Wen, Tai-Hao; Hsu, Hung-Hsi; Huang, Wei-Hsing; Chang, Yu-Chen; Chiu, Ting-Chien; Ke, Zhao-En; Chin, Yu-Hsiang; Wen, Hua-Jin; Hsu, Wei-Ting; Lo, Chung-Chuan; Liu, Ren-Shuo; Hsieh, Chih-Cheng; Tang, Kea-Tiong; Ho, Mon-Shu; Lele, Ashwin Sanjay; Teng, Shih-Hsin; Chou, Chung-Cheng; Chih, Yu-Der; Chang, Tsung-Yung Jonathan; Chang, Meng-Fan
errShare
errSave
Roadmap on low-power electronics
err2024-09-17
err3
errOAAI
errRamesh, Ramamoorthy; Salahuddin, Sayeef; Datta, Suman; Diaz, Carlos H.; Nikonov, Dmitri E.; Young, Ian A.; Ham, Donhee; Chang, Meng-Fan; Khwa, Win-San; Lele, Ashwin Sanjay; Binek, Christian; Huang, Yen-Lin; Sun, Yuan-Chen; Chu, Ying-Hao; Prasad, Bhagwati; Hoffmann, Michael; Hu, Jia-Mian; Yao, Zhi (Jackie); Bellaiche, Laurent; Wu, Peng; Cai, Jun; Appenzeller, Joerg; Datta, Supriyo; Camsari, Kerem Y.; Kwon, Jaesuk; Incorvia, Jean Anne C.; Asselberghs, Inge; Ciubotaru, Florin; Couet, Sebastien; Adelmann, Christoph; Zheng, Yi; Lindenberg, Aaron M.; Evans, Paul G.; Ercius, Peter; Radu, Iuliana P.
errShare
errSave
8-Bit Precision 6T SRAM Compute-in-Memory Macro Using Global Bitline-Combining Scheme for Edge AI Chips
err2024-04-01
err1
PREAI
errSu, Jian-Wei; Lu, Pei-Jung; Wu, Ping-Chun; Chou, Yen-Chi; Liu, Ta-Wei; Chung, Yen-Lin; Hung, Li-Yang; Ren, Jin-Sheng; Huang, Wei-Hsing; Chien, Chih-Han; Mei, Peng-, I; Li, Sih-Han; Sheu, Shyh-Shyuan; Lo, Wei-Chung; Chang, Shih-Chieh; Hong, Hao-Chiao; Lo, Chung-Chuan; Liu, Ren-Shuo; Hsieh, Chih-Cheng; Tang, Kea-Tiong; Chang, Meng-Fan
errShare
errSave
Hardware implementation of memristor-based artificial neural networks
err2024-03-04
err41
errOAAI
errAguirre, Fernando; Sebastian, Abu; Le Gallo, Manuel; Song, Wenhao; Wang, Tong; Yang, J. Joshua; Lu, Wei; Chang, Meng-Fan; Ielmini, Daniele; Yang, Yuchao; Mehonic, Adnan; Kenyon, Anthony; Villena, Marco A.; Roldan, Juan B.; Wu, Yuting; Hsu, Hung-Hsi; Raghavan, Nagarajan; Sune, Jordi; Miranda, Enrique; Eltawil, Ahmed; Setti, Gianluca; Smagulova, Kamilya; Salama, Khaled N.; Krestinskaya, Olga; Yan, Xiaobing; Ang, Kah-Wee; Jain, Samarth; Li, Sifan; Alharbi, Osamah; Pazos, Sebastian; Lanza, Mario
errShare
errSave
A CMOS-integrated spintronic compute-in-memory macro for secure AI edge devices
err2023-07-13
err16
PREAI
errChiu, Yen-Cheng; Khwa, Win-San; Yang, Chia-Sheng; Teng, Shih-Hsin; Huang, Hsiao-Yu; Chang, Fu-Chun; Wu, Yuan; Chien, Yu-An; Hsieh, Fang-Ling; Li, Chung-Yuan; Lin, Guan-Yi; Chen, Po-Jung; Pan, Tsen-Hsiang; Lo, Chung-Chuan; Liu, Ren-Shuo; Hsieh, Chih-Cheng; Tang, Kea-Tiong; Ho, Mon-Shu; Lo, Chieh-Pu; Chih, Yu-Der; Chang, Tsung-Yung Jonathan; Chang, Meng-Fan
errShare
errSave
A computing-in-memory macro based on three-dimensional resistive random-access memory
err2022-07-26
err70
errOAAI
errHuo, Qiang; Yang, Yiming; Wang, Yiming; Lei, Dengyun; Fu, Xiangqu; Ren, Qirui; Xu, Xiaoxin; Luo, Qing; Xing, Guozhong; Chen, Chengying; Si, Xin; Wu, Hao; Yuan, Yiyang; Li, Qiang; Li, Xiaoran; Wang, Xinghua; Chang, Meng-Fan; Zhang, Feng; Liu, Ming
errShare
errSave
Concealable physically unclonable function chip with a memristor array
err2022-06-17
err45
errOAAI
errGao, Bin; Lin, Bohan; Pang, Yachuan; Xu, Feng; Lu, Yuyao; Chiu, Yen-Cheng; Liu, Zhengwu; Tang, Jianshi; Chang, Meng-Fan; Qian, He; Wu, Huaqiang
errShare
errSave
A four-megabit compute-in-memory macro with eight-bit precision based on CMOS and resistive random-access memory for AI edge devices
err2021-12-20
err53
PREAI
errHung, Je-Min; Xue, Cheng-Xin; Kao, Hui-Yao; Huang, Yen-Hsiang; Chang, Fu-Chun; Huang, Sheng-Po; Liu, Ta-Wei; Jhang, Chuan-Jia; Su, Chin-, I; Khwa, Win-San; Lo, Chung-Chuan; Liu, Ren-Shuo; Hsieh, Chih-Cheng; Tang, Kea-Tiong; Ho, Mon-Shu; Chou, Chung-Cheng; Chih, Yu-Der; Chang, Tsung-Yung Jonathan; Chang, Meng-Fan
errShare
errSave
Challenges and Trends of SRAM-Based Computing-In-Memory for AI Edge Devices
err2021-05-01
err143
PREAI
errJhang, Chuan-Jia; Xue, Cheng-Xin; Hung, Je-Min; Chang, Fu-Chun; Chang, Meng-Fan
errShare
errSave
Efficient and Robust Nonvolatile Computing-In-Memory Based on Voltage Division in 2T2R RRAM With Input-Dependent Sensing Control
err2021-05-01
err36
PREAI
errWang, Linfang; Ye, Wang; Dou, Chunmeng; Si, Xin; Xu, Xiaoxin; Liu, Jing; Shang, Dashan; Gao, Jianfeng; Zhang, Feng; Liu, Yongpan; Chang, Meng-Fan; Liu, Qi
errShare
errSave
The role of government policy in the building of a global semiconductor industry
err2021-04-26
err10
PREAI
errChang, Meng-Fan; Lin, Ching; Shen, Chang Hong; Wang, Sung Wen; Chang, Kuo Cheng; Chang, Robert Chen-Hao; Yeh, Wen Kuan
errShare
errSave
In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective
err2021-01-01
err124
PREAI
errXi, Yue; Gao, Bin; Tang, Jianshi; Chen, An; Chang, Meng-Fan; Hu, Xiaobo Sharon; Spiegel, Jan Van Der; Qian, He; Wu, Huaqiang
errShare
errSave
A CMOS-integrated compute-in-memory macro based on resistive random-access memory for AI edge devices
err2020-12-14
err92
PREAI
errXue, Cheng-Xin; Chiu, Yen-Cheng; Liu, Ta-Wei; Huang, Tsung-Yuan; Liu, Je-Syu; Chang, Ting-Wei; Kao, Hui-Yao; Wang, Jing-Hong; Wei, Shih-Ying; Lee, Chun-Ying; Huang, Sheng-Po; Hung, Je-Min; Teng, Shih-Hsih; Wei, Wei-Chen; Chen, Yi-Ren; Hsu, Tzu-Hsiang; Chen, Yen-Kai; Lo, Yun-Chen; Wen, Tai-Hsing; Lo, Chung-Chuan; Liu, Ren-Shuo; Hsieh, Chih-Cheng; Tang, Kea-Tiong; Ho, Mon-Shu; Su, Chin-Yi; Chou, Chung-Cheng; Chih, Yu-Der; Chang, Meng-Fan
errShare
errSave
Neuro-inspired computing chips
err2020-07-21
err521
PREAI
errZhang, Wenqiang; Gao, Bin; Tang, Jianshi; Yao, Peng; Yu, Shimeng; Chang, Meng-Fan; Yoo, Hoi-Jun; Qian, He; Wu, Huaqiang
errShare
errSave
Resistive Memory-Based In-Memory Computing: From Device and Large-Scale Integration System Perspectives
err2019-09-20
err77
errOAAI
errYan, Bonan; Li, Bing; Qiao, Ximing; Xue, Cheng-Xin; Chang, Meng-Fan; Chen, Yiran; Li, Hai (Helen)
errShare
errSave
CMOS-integrated memristive non-volatile computing-in-memory for AI edge processors
err2019-08-26
err177
PREAI
errChen, Wei-Hao; Dou, Chunmeng; Li, Kai-Xiang; Lin, Wei-Yu; Li, Pin-Yi; Huang, Jian-Hao; Wang, Jing-Hong; Wei, Wei-Chen; Xue, Cheng-Xin; Chiu, Yen-Cheng; King, Ya-Chin; Lin, Chorng-Jung; Liu, Ren-Shuo; Hsieh, Chih-Cheng; Tang, Kea-Tiong; Yang, J. Joshua; Ho, Mon-Shu; Chang, Meng-Fan
errShare
errSave