Publications
Journal Papers (期刊論文)
(* Corresponding author)
1.
Bohan Lin;Yachuan
Pang;Bin Gao;Jianshi Tang;Dong Wu;Ting-Wei Chang;Wei-En Lin;Xiaoyu Sun;Shimeng Yu;Meng-Fan Chang;He Qian;Huaqiang Wu, “A
Highly Reliable RRAM Physically Unclonable Function Utilizing Post-Process
Randomness Source,” IEEE Journal of
Solid-State Circuits (JSSC), vol.XX, No. x,
pp. xxx-xxx, XX 2021
(accepted)
2.
Tzu-Hsiang
Hsu;Yi-Ren Chen;Ren-Shuo Liu;Chung-Chuan Lo;Kea-Tiong Tang;Meng-Fan Chang;Chih-Cheng Hsieh, “A 0.5-V Real-Time Computational
CMOS Image Sensor With Programmable Kernel for Feature Extraction,” IEEE Journal of Solid-State Circuits (JSSC),
vol.XX, No. x, pp. xxx-xxx, XX 2021 (accepted)
3.
Jinshan
Yue, Yongpan Liu, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Yung-Ning Tu, Yi-Ju Chen, Ao
Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong
Yang, “STICKER-T: An Energy-Efficient Neural Network Processor Using
Block-Circulant Algorithm and Unified Frequency-Domain Acceleration,” IEEE Journal of Solid-State Circuits (JSSC),
vol.XX, No. x, pp. xxx-xxx, XX 2021 (accepted)
4.
Cheng-Xin Xue, Yen-Cheng Chiu, Ta-Wei Liu,
Tsung-Yuan Huang, Je-Syu Liu, Ting-Wei Chang, Hui-Yao
Kao, Jing-Hong Wang, Shih-Ying Wei, Chun-Ying Lee , Sheng-Po Huang, Je-Min
Hung, Shih-Hsih Teng, Wei-Chen Wei, Yi-Ren Chen ,
Tzu-Hsiang Hsu, Yen-Kai Chen , Yun-Chen Lo, Tai-Hsing
Wen1 , Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng
Hsieh, Kea-Tiong Tang , Mon-Shu Ho, Chin-Yi Su , Chung-Cheng Chou, Yu-Der Chih
and Meng-Fan Chang*, “A CMOS-integrated compute-in-memory macro
based on resistive random-access memory for AI edge devices,”
Nature Electronics, vol. 4,
pp.81-90, Jan. 2021 (Research Article)
5.
Yue Xi, Bin
Gao, Jianshi Tang, An Chen, Meng-Fan
Chang, Xiaobo Sharon Hu, Jan Van Der Spiegel, He Qian, Huaqiang
Wu, “In-memory Learning with Analog Resistive Switching Memory: A Review and
Perspective,” Proceedings of the IEEE, vo. 109, no. 1, 2021
6.
Yen-Cheng
Chiu, Zhixiao Zhang, Jia-Jing Chen;Xin Si, Ruhui Liu, Yung-Ning
Tu, Jian-Wei Su, Wei-Hsing Huang, Jing-Hong Wang, Wei-Chen
Wei, Je-Min Hung, Shyh-Shyuan Sheu, Sih-Han Li, Chih-I
Wu, Ren-Shuo Liu;Chih-Cheng
Hsieh, Kea-Tiong Tang, Meng-Fan Chang*, “A 4-Kb 1-to-8-bit Configurable
6T SRAM-Based Computation-in-Memory Unit-Macro for CNN-Based AI Edge Processors,”
IEEE Journal of Solid-State Circuits (JSSC),
vol. 55, No. 10, pp. 2790-2800, Oct. 2020
7.
Wenqiang
Zhang, Bin Gao, Jianshi Tang, Peng Yao, Shimeng Yu, Meng-Fan
Chang, Hoi-Jun Yoo, He Qian, Huaqiang Wu, “Neuro-inspired computing chips,” Nature Electronics,
vol. 3, pp.371-382, July 2020 (Review Article)
8.
Wei-Chen Wei, Chuan-Jia Jhang,
Yi-Ren Chen, Cheng-Xin Xue, Syuan-Hao Sie, Jye-Luen Lee, Hao-Wen Kuo, Chih-Cheng Lu, Meng-Fan Chang,
Kea-Tiong Tang,“A Relaxed
Quantization Training Method for Hardware Limitations of Resistive
Random-Access Memory (ReRAM)-based Computing-In-Memory,”IEEE
Journal on Exploratory Solid-State Computational Devices and Circuits, vol.
6, no. 1, pp. 45-52, July 2020
9.
Je-Min Hung, Xueqing Li, Juejian Wu, and Meng-Fan Chang*, “Challenges
and Trends in Developing Nonvolatile Memory-Enabled Computing Chips for
Intelligent Edge Devices,” IEEE Transactions on Electron Devices (TED),
vol 67 issue 4, pp.1444-1453, April 2020
10. C.-X.
Xue..., M.-F. Chang* “Embedded 1-Mb
ReRAM-Based Computing-in- Memory Macro With Multibit
Input and Weight for CNN-Based AI Edge Processors.” IEEE Journal of Solid-State Circuits (JSSC), vol.55, No. 1,
pp.203-215, Jan. 2020
11. X.
Si..., M.-F. Chang* “A Twin-8T SRAM
Computation-in-Memory Unit-Macro for Multibit CNN-Based AI Edge Processors.” IEEE Journal of Solid-State Circuits (JSSC),
vol.55, No. 1, pp.189-202, Jan. 2020
12. X.
Si..., M.-F. Chang* “A Dual-Split 6T
SRAM-Based Computing-in-Memory Unit-Macro with Fully Parallel Product-Sum
Operation for Binarized DNN Edge Processors.” IEEE Transactions on Circuits and System–I: Regular Papers (TCAS-I),
vol.66, No. 11, pp.4172-4185, Nov. 2019
13. Zhixiao Zhang, Xin Si, Srivatsa Srinivasa,
Akshay Krishna Ramanathan, Meng-Fan
Chang*, “Recent Advances in Compute-in-Memory Support for SRAM Using
Monolithic 3-D Integration.” IEEE Micro,
vol.39, No. 6, pp.28-37, Nov. 2019
14. C.-X.
Xue..., M.-F. Chang* “A 28-nm 320-Kb
TCAM Macro Using Split-Controlled Single-Load 14T Cell and Triple-Margin
Voltage Sense Amplifier.” IEEE Journal of
Solid-State Circuits (JSSC), vol.54, No. 10, pp.2743-2753, Oct. 2019
15. W.-H.
Chen..., M.-F. Chang* “CMOS-integrated
memristive non-volatile computing-in-memory for AI
edge processors.” Nature Electronics,
vol. 2, No. 9, pp.420-428, Sep. 2019 (Research Article)
16. B.
Yan..., M.-F. Chang*, Y. Chen*, and
H. Li*, “Resistive Memory‐Based In‐Memory Computing: From Device and
Large‐Scale Integration System Perspectives.” Wiley Online Library: Advanced Intelligent Systems, vol. 1, No. 7,
pp. 1900068 1 16 , Aug 2019
26. Hsiang-Jen Tsai, Chien-Chih Chen, Yin-Chi Peng, Ya-Han Tsao;
Yen-Ning Chiang, Wei-Cheng
Zhao, Meng-Fan Chang, Tien-Fu
Chen, “A Flexible Wildcard-Pattern Matching Accelerator via Simultaneous
Discrete Finite Automata,” IEEE Transactions on Very Large Scale Integration (VLSI)
Systems, vol. 25 , no. 12, pp. 3302-3316, Dec. 2017
29. Zhibo Wang; Yongpan Liu; Albert Lee;
Fang Su; Chieh-Pu Lo; Zhe Yuan; Jinyang Li; Chien-Chen Lin; Wei-Hao Chen; Hsiao-Yun Chiu; Wei-En Lin; Ya-Chin King; Chrong-Jung Lin; Pedram Khalili
Amiri; Kang-Lung Wang; Meng-Fan
Chang; Huazhong Yang, “A 65-nm
ReRAM-Enabled Nonvolatile Processor With Time-Space Domain Adaption and
Self-Write-Termination Achieving >4x Faster Clock Frequency and >6x
Higher Restore Speed,” IEEE Journal of
Solid-State Circuits (JSSC), vol. 52, no. 10, 2769-2785, Oct. 2017
35. Keng-Hao Yang, Hsiang-Jen Tsai, Chia-Yin Li, Paul Jendra, Meng-Fan
Chang, Tien-Fu Chen, “eTag: Tag-Comparison in
Memory to Achieve Direct Data Access based on eDRAM
to Improve Energy Efficiency of DRAM Cache,” IEEE Transactions on Circuits and Systems I: Regular Papers, vol.
64, no. 4, pp. 858-868, April 2017
41. M.-F. Chang*, J.-J. Wu, T.-F. Chien, Y.-C. Liu, T.-C. Yang, W.-C. Shen, Y.-C. King,
C.-J. Lin, K.-F. Lin, Y.-D. Chih, and J. Chang, “Low VDDmin
Swing-Sample-and-Couple Sense Amplifier and Energy-Efficient
Self-Boost-Write-Termination Scheme for Embedded ReRAM Macros against
Resistance and Switch-Time Variations,” IEEE
Journal of Solid-State Circuits (JSSC), vol. 50, no. 11, pp.
2786-2795, Nov. 2015.
42. M.-F. Chang*, Y.-F. Lin, Y.-C. Liu, J.-J. Wu,
S.-J. Shen, W.-C. Tsai, and Y.-D. Chih, “An Asymmetric-Voltage-Biased
Current-Mode Sensing Scheme for Fast-Read Embedded Flash Macros,” IEEE Journal of Solid-State Circuits (JSSC),
vol. 50, no. 9, pp. 2188-2198, Sept. 2015.
45. M.-F. Chang*, S.-M. Yang, C.-C. Kuo, T.-C.
Yang, C.-J. Yeh, T.-F. Chien, L.-Y. Huang, S.-S. Sheu, P.-L. Tseng and T.-K.
Ku, “Set-Triggered-Parallel-Reset Memristor Logics for High-Density
Heterogeneous-Integration Friendly Normally-Off Applications,” IEEE Transactions on Circuits and Systems II,
vol. 62, no. 1, pp. 80-84, Jan. 2015.
48. M.-F. Chang*, C.-C. Kuo, S.-S. Sheu, C.-J. Lin,
Y.-C. King, F. T. Chen, T.-K. Ku, M.-J. Tsai, J.-J. Wu, and Y.-D. Chih,
“Area-Efficient Embedded Resistive RAM (ReRAM) Macros Using Logic-Process
Vertical-Parasitic-BJT (VPBJT) Switches and Read-Disturb-Free Temperature-Aware
Current-Mode Read Scheme,” IEEE Journal
of Solid-State Circuits (JSSC), vol. 49, no. 4, pp. 908-916, April
2014.
49. M.-F. Chang*, M.-P. Chen, L.-F. Chen, S.-M.
Yang, Y.-J. Kuo, J.-J. Wu, H.-Y. Su, Y.-H. Chu, W.-C. Wu, T.-Y. Yang, and H.
Yamauchi, “A Sub-0.3 V Area-Efficient L-Shaped 7T SRAM With Read Bitline Swing Expansion Schemes Based on Boosted Read-Bitline, Asymmetric-Vth Read-Port, and Offset Cell VDD
Biasing Techniques,” IEEE Journal of
Solid-State Circuits (JSSC), vol. 48, no. 10, pp. 2558-2569, Oct.
2013.
50. M.-F. Chang*, C.-W. Wu, C.-C. Kuo, S.-J. Shen,
S.-M. Yang, K.-F. Lin, W.-C. Shen, Y.-C. King, C.-J. Lin, and Y.-D. Chih, “A
Low-Voltage Bulk-Drain-Driven Read Scheme for Sub-0.5V 4Mb 65nm Logic-Process
Compatible Embedded Resistive RAM (ReRAM) Macro,” IEEE Journal of Solid-State Circuits (JSSC), vol. 48, no. 9,
pp. 2250-2259, Sept. 2013.
51. M.-F. Chang*, et al., “A High Layer Scalability
TSV-Based 3D-SRAM With Semi-Master-Slave Structure and Self-Timed
Differential-TSV for High-Performance Universal-Memory-Capacity-Platforms,” IEEE Journal of Solid-State Circuits (JSSC),
vol. 48, no. 6, pp. 1521-1529, June 2013.
52. W.-T. Chen, Y.-L. Lin, C.-Y. Lee,
J.-L. Chiang, M.-F. Chang, and S.-C. Chang*, “Strengthening Modern
Electronics Industry Through the National Program for Intelligent Electronics
in Taiwan,” IEEE Access, vol. 1, pp.
123-130, June 2013.
53. M.-F. Chang*, et al., “A High-Speed 7.2-ns Read-Write
Random Access 4-Mb Embedded Resistive RAM (ReRAM) Macro Using
Process-Variation-Tolerant Current-Mode Read Schemes,” IEEE Journal of Solid-State Circuits (JSSC), vol. 48, no. 3,
pp. 878-891, March 2013.
54. M.-F. Chang*, et al., “An Offset-Tolerant
Fast-Random-Read Current-Sampling-Based Sense Amplifier for Small-Cell-Current
Nonvolatile Memory,” IEEE Journal of
Solid-State Circuits (JSSC), vol. 48, no. 3, pp. 864-877, March
2013.
55. S.-M. Yang, M.-F. Chang*, et
al., “Low-Voltage Embedded NAND-ROM Macros Using Data-Aware Sensing Reference
Scheme for Speed and Power Improvement,” IEEE
Journal of Solid-State Circuits (JSSC), vol. 48, no. 2, pp. 611-623,
Feb. 2013.
56. J.-J. Wu, M.-F. Chang*,
S.-W. Lu, R. Lo, and Q. Li, “A 45-nm Dual-Port SRAM Utilizing Write-Assist
Cells Against Simultaneous Access Disturbances,” IEEE Transactions on Circuits
and Systems II, vol. 59, no. 11, pp. 790-794, Nov. 2012.
57. P.-F. Chiu, M. F. Chang*,
C.-W. Wu, C.-H. Chuang, S.-S. Sheu, Y.-S. Chen, and M.-J. Tsai, “Low Store
Energy, Low VDDmin, 8T2R Nonvolatile Latch and SRAM
with Vertical-Stacked Resistive Memory (Memristor) Devices for Low Power Mobile
Applications,” IEEE Journal of
Solid-State Circuits (JSSC), vol. 47, no. 6, pp. 1483-1496 , June 2012.
58. Y.-H. Chen, S.-Y. Chou, Q. Li,
W.-M. Chan, D. Sun, H.-J. Liao, P. Wang, M.-F. Chang*, and H. Yamauchi,
“Compact Measurement Schemes for Bit-Line Swing, Sense Amplifier Offset
Voltage, and Word-Line Pulse Width to Characterize Sensing Tolerance Margin in
A 40nm Fully Functional Embedded SRAM,” IEEE
Journal of Solid-State Circuits (JSSC), vol. 47, no. 4, pp. 969-980,
April 2012.
59. C.-H. Wang, Y.-H. Tsai, K.-C. Lin, M.-F.
Chang, Y.-C. King, C. J. Lin*, et al., “Three-Dimensional 4F2 ReRAM with
Vertical BJT Driver by CMOS Logic Compatible Process," IEEE Transactions on Electron Devices,
vol. 58, no. 8, pp. 2466-2472, Aug. 2011.
60. K.-T. Tang*, S.-W. Chiu, M.-F. Chang, C.-C.
Hsieh and J.-M. Shyu, “A Low-Power Electronic Nose
Signal-Processing Chip for a Portable Artificial Olfaction System,” IEEE Transactions on Biomedical Circuits and
Systems, vol. 5, no. 4, pp. 380-390, Aug. 2011.
61. J.-J. Wu, Y.-H. Chen, M.-F.
Chang*, P.-W. Chou, C.-Y. Chen, H.-J. Liao, M.-B. Chen, Y.-H. Chu, W.-C.
Wu, and H. Yamauchi, “A Large σVTH/VDD Tolerant
Zigzag 8T SRAM with Area-Efficient Decoupled Differential Sensing and Fast
Write-Back Scheme," IEEE Journal of
Solid-State Circuits (JSSC), vol. 46, no. 4, pp. 815-827, April
2011.
62. M.-F. Chang*, S.-W. Chang, P.-W. Chou and W.-C.
Wu, “A 130mV SRAM with Expanded Write and Read Margins for Subthreshold Applications,"
IEEE Journal of Solid-State Circuits (JSSC),
vol. 46, no. 2, pp. 520-529, Feb. 2011.
63. S.-S. Sheu*, K.-H. Cheng, M.-F.
Chang, et al., “Fast Access Speed RRAM for Embedded Applications,” IEEE Design and Test of Computers, vol.
28. no. 1, pp. 64-71, Jan. 2011.
64. M.-F. Chang*, Y.-C. Chen and C.-F. Chen, “A
0.45V 300MHz 10T Flow-Through SRAM with Expanded Write/Read Stability and
Speed-Area-Wise Array for sub-0.5V Chips," IEEE Transactions on Circuits and Systems II, vol. 57, no. 12, pp.
980-985, Dec. 2010.
65. M.-F. Chang*, S.-M. Yang, C.-W. Liang, C.-C.
Chiang, P.-F. Chiu, and K.-F. Lin, “Noise-Immune Embedded NAND-ROM Using a
Dynamic Split Source-line Scheme for VDDmin and Speed
Improvements,” IEEE Journal of
Solid-State Circuits (JSSC), vol. 45, no. 10, pp. 2142-2155, Oct.
2010.
66. M.-F. Chang*, J.-J. Wu, K.-T. Chen, Y.-C. Chen,
Y.-H. Chen, R. Lee, H.-J. Liao and H. Yamauchi, “A Differential Data Aware
Power-supplied (D2AP) 8T SRAM Cell with Expanded Write/Read Stabilities for
Lower VDDmin Applications,” IEEE Journal of Solid-State Circuits (JSSC), vol. 45, no. 6,
pp. 1234-1245, June 2010.
67. M.-F. Chang* and S.-J. Shen,“A process variation tolerant embedded
split-gate Flash memory using pre-stable current sensing scheme,” IEEE Journal of Solid-State Circuits (JSSC),
vol. 44, no. 3, pp.987-994, March 2009. (SCI)
68. M.-F. Chang*, S.-M. Yang, and K.-T. Chen,
“Wide-VDD embedded asynchronous SRAM with dual-mode self-timed technique for
dynamic voltage systems,” IEEE
Transactions on Circuits and Systems I, vol. 56, no. 8 pp. 1657-1667, Aug.
2009. (SCI)
69. M.-F. Chang* and S.-M. Yang, “Analysis and
reduction of supply noise fluctuations induced by embedded ROM,” IEEE Transactions on Very Large
Scale Integration (VLSI) Systems, vol. 17, no. 6, pp. 758-769, June
2009. (SCI)
70. M.-F. Chang*, L.-Y. Chiou,
and K.-A. Wen, “Crosstalk-insensitive via-programming ROMs using content-aware
design framework,” IEEE Transactions on
Circuits and Systems II, vol. 53, issue 6, pp. 443-447, June 2006. (SCI)
71. M.-F. Chang*, L.-Y. Chiou,
and K.-A. Wen, “A full code-pattern coverage high-speed embedded ROM using
dynamic virtual guardian technique,” IEEE
Journal of Solid-State Circuits (JSSC), vol. 41, no. 2, pp. 496-506,
Feb. 2006. (SCI)
72. M.-F. Chang*, L.-Y. Chiou,
and K.-A. Wen, “Code-pattern insensitive embedded ROMs using dynamic bitline shielding technique,” IEE Electronics Letters, vol. 41, no. 15, pp. 834-835, July 2005.
(SCI)
73. M.-F. Chang* and K.-A. Wen, “Power and
substrate noise tolerance of configurable embedded memories in SoC”, Journal of VLSI Signal Processing Systems,
Special Issue on System-on-a-Chip, vol. 41, no. 1, pp.81-91, Aug. 2005. (EI)
74. M.-F. Chang, M. J. Irwin*, and R. M. Owens,
“Power-area tradeoff in dual word line memory cell arrays,” Journal of Circuits, Systems and Computers,
vol. 7, no. 1, pp. 49–67, Feb. 1997. (EI)