Chunmeng Dou

45 papers A* 1C 3Journal 26Unranked 15
YearRankTypeTitle / Venue / Authors
2026 — conf
30.6 A 16Mb 166.8TOPS/W Near-Memory Phase-Domain-Computing Ferroelectric NAND Flash for Approximate Nearest Neighbor Search on Edge Devices.
ISSCC
Weizeng Li, Bohan Wang, Zhidao Zhou, Junyu Zhu, Zhi Li, Junzhe Shen, Wenfeng Zha, Zhongze Han, Yiman Wang, Linfang Wang, Hongyang Hu, Qing Luo, Chunmeng Dou, Ming Liu
2026 — conf
A 1.2GHz 12.77GB/s/mm
ISSCC
Yue Cao, Jinghao Jiang, Haijun Jiang, Qian Zhang, Xuanzhi Liu, Jinhui Cheng, Zhongze Han, Xiping Jiang, Fengguo Zuo, Song Wang, Fujun Bai, Yixin Guo, Chunmeng Dou, Jianguo Yang, Hangbing Lv, Qi Liu, Ming Liu
2026 — conf
A 12nm 4Mb 104.56-to-137.75TFLOPS/W Charge-Trap Transistor-Based Computing-in-Memory Macro Using Analog-Predict-Digital-Compute for AI Edge Devices.
ISSCC
Junzhe Shen, Zhidao Zhou, Wenfeng Zha, Zhi Li, Weizeng Li, Bohan Wang, Junyu Zhu, Hanghang Gao, Zhongze Han, Yiman Wang, Linfang Wang, Hongyang Hu, Qing Luo, Chunmeng Dou, Ming Liu
2026 J jnl
A hybrid-tiling attention accelerator with a fully-pipelined balanced systolic array in 3D hybrid-bonding near-DRAM integration.
Microelectron. J.
Zhongze Han, Hanghang Gao, Weizeng Li, Zhi Li, Zhidao Zhou, Yiman Wang, Junzhe Shen, Junyu Zhu, Bohan Wang, Jianguo Yang, Jinshan Yue, Hongyang Hu, Chunmeng Dou
2026 J jnl
An area/energy-efficient RRAM computing-in-memory macro with fully-charge-domain multi-bit computation.
Sci. China Inf. Sci.
Zhi Li, Shengzhe Yan, Jun Wang, Zhuoyu Dai, Zeyu Guo, Zhaori Cong, Zhihang Qian, Xiangqu Fu, Xu Zheng, Chunmeng Dou, Dashan Shang, Jinshan Yue
2025 J jnl
A High-Density Energy-Efficient CNM Macro Using Hybrid RRAM and SRAM for Memory-Bound Applications.
IEEE Trans. Very Large Scale Integr. Syst.
Jun Wang, Shengzhe Yan, Xiangqu Fu, Zhihang Qian, Zhi Li, Zeyu Guo, Zhuoyu Dai, Zhaori Cong, Chunmeng Dou, Feng Zhang, Jinshan Yue, Dashan Shang
2025 J jnl
A monolithic 3D IGZO-RRAM-SRAM-integrated architecture for robust and efficient compute-in-memory enabling equivalent-ideal device metrics.
Sci. China Inf. Sci.
Shengzhe Yan, Zhaori Cong, Zi Wang, Zhuoyu Dai, Zeyu Guo, Zhihang Qian, Xufan Li, Xu Zheng, Chuanke Chen, Nianduan Lu, Chunmeng Dou, Guanhua Yang, Xiaoxin Xu, Di Geng, Jinshan Yue, Lingfei Wang, Ling Li, Ming Liu
2025 A* conf
An Energy-Efficient High-Utilization Hardware Architecture for Attention Mechanism in Transformer using Balanced Systolic Array and Multi-Row Interleaved Operation Ordering.
DAC
Haiyang Zhou, Hongyang Hu, Jinshan Yue, Hanghang Gao, Yuanlu Xie, Xiaoxin Xu, Chunmeng Dou, Ming Liu
2025 J jnl
An RRAM Digital Computing-in-Memory Macro With Dual-Mode Multiplication and Maximum Value Rounding Adder Tree.
IEEE Trans. Very Large Scale Integr. Syst.
Wang Ye, Hanghang Gao, Zhidao Zhou, Linfang Wang, Weizeng Li, Zhi Li, Jinshan Yue, Xiaoxin Xu, Jianguo Yang, Hongyang Hu, Chunmeng Dou
2025 J jnl
An RRAM-Based Computing-in-Memory Macro With Low-Power Readout/Hold Circuits and Activation Differential Strategy for AdderNet.
IEEE Trans. Very Large Scale Integr. Syst.
Zhihang Qian, Shengzhe Yan, Zhuoyu Dai, Zeyu Guo, Zhaori Cong, Yifan He, Chunmeng Dou, Feng Zhang, Jinshan Yue, Yongpan Liu
2025 J jnl
An energy-efficient FeFET-based computing-in-memory macro using BEOL-integrated HZO ferroelectric capacitors.
Sci. China Inf. Sci.
Weizeng Li, Zhidao Zhou, Linfang Wang, Junyu Zhu, Junzhe Shen, Hongyang Hu, Baihan Wang, Zhi Li, Wang Ye, Zhongze Han, Hanghang Gao, Chunmeng Dou
2024 J jnl
2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing.
IEEE Trans. Circuits Syst. II Express Briefs
Zhi Li, Rui Bao, Woyu Zhang, Fei Wang, Jun Wang, Renrui Fang, Haoxiong Ren, Ning Lin, Jinshan Yue, Chunmeng Dou, Zhongrui Wang, Dashan Shang
2024 — conf
34.9 A Flash-SRAM-ADC-Fused Plastic Computing-in-Memory Macro for Learning in Neural Networks in a Standard 14nm FinFET Process.
ISSCC
Linfang Wang, Weizeng Li, Zhidao Zhou, Hanghang Gao, Zhi Li, Wang Ye, Hongyang Hu, Jing Liu, Jinshan Yue, Jianguo Yang, Qing Luo, Chunmeng Dou, Qi Liu, Ming Liu
2024 J jnl
A 28-nm Floating-Point Computing-in-Memory Processor Using Intensive-CIM Sparse-Digital Architecture.
IEEE J. Solid State Circuits
Shengzhe Yan, Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu
2024 C conf
A 2T P-Channel Logic Flash Cell for Reconfigurable Interconnection in Chiplet-Based Computing-In-Memory Accelerators.
ISCAS
Weizeng Li, Linfang Wang, Zhi Li, Wang Ye, Zhidao Zhou, Haiyang Zhou, Hanghang Gao, Jinshan Yue, Hongyang Hu, Fengman Liu, Qing Luo, Chunmeng Dou
2024 — conf
A 41.7TOPS/W@INT8 Computing-in-Memory Processor with Zig-Zag Backbone-Systolic CIM and Block/Self-Gating CAM for NN/Recommendation Applications.
VLSI Technology and Circuits
Zhuoyu Dai, Shengzhe Yan, Zhaori Cong, Zeyu Guo, Yifan He, Wenyu Sun, Chunmeng Dou, Feng Zhang, Jinshan Yue, Yongpan Liu, Ming Liu
2024 J jnl
A 9-Mb HZO-Based Embedded FeRAM With 10-Cycle Endurance and 5/7-ns Read/Write Using ECC-Assisted Data Refresh and Offset-Canceled Sense Amplifier.
IEEE J. Solid State Circuits
Qiqiao Wu, Yue Cao, Qing Luo, Haijun Jiang, Zhongze Han, Yongkang Han, Chunmeng Dou, Hangbing Lv, Qi Liu, Jianguo Yang, Ming Liu
2024 J jnl
An Energy-Efficient Computing-in-Memory NN Processor With Set-Associate Blockwise Sparsity and Ping-Pong Weight Update.
IEEE J. Solid State Circuits
Jinshan Yue, Yongpan Liu, Xiaoyu Feng, Yifan He, Jingyu Wang, Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, Li-Yang Hong, Meng-Fan Chang, Nan Sun, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang
2024 J jnl
Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy.
Adv. Intell. Syst.
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
2024 — conf
First Demonstration of Monolithic Three-Dimensional Integration of Ultra-High Density Hybrid IGZO/Si SRAM and IGZO 2T0C DRAM Achieving Record-Low Latency (5000s).
VLSI Technology and Circuits
Menggan Liu, Zhi Li, Wendong Lu, Kaifei Chen, Jiebin Niu, Fuxi Liao, Zijing Wu, Congyan Lu, Weizeng Li, Di Geng, Nianduan Lu, Chunmeng Dou, Guanhua Yang, Ling Li, Ming Liu
2024 J jnl
Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory.
Adv. Intell. Syst.
Woyu Zhang, Zhi Li, Xinyuan Zhang, Fei Wang, Shaocong Wang, Ning Lin, Yi Li, Jun Wang, Jinshan Yue, Chunmeng Dou, Xiaoxin Xu, Zhongrui Wang, Dashan Shang
2024 J jnl
Write-Verify-Free MLC RRAM Using Nonbinary Encoding for AI Weight Storage at the Edge.
IEEE Trans. Very Large Scale Integr. Syst.
Junjie An, Zhidao Zhou, Linfang Wang, Wang Ye, Weizeng Li, Hanghang Gao, Zhi Li, Jinghui Tian, Yan Wang, Hongyang Hu, Jinshan Yue, Lingyan Fan, Shibing Long, Qi Liu, Chunmeng Dou
2023 J jnl
A 28-nm RRAM Computing-in-Memory Macro Using Weighted Hybrid 2T1R Cell Array and Reference Subtracting Sense Amplifier for AI Edge Inference.
IEEE J. Solid State Circuits
Wang Ye, Linfang Wang, Zhidao Zhou, Junjie An, Weizeng Li, Hanghang Gao, Zhi Li, Jinshan Yue, Hongyang Hu, Xiaoxin Xu, Jianguo Yang, Jing Liu, Dashan Shang, Feng Zhang, Jinghui Tian, Chunmeng Dou, Qi Liu, Ming Liu
2023 — conf
A 28nm 16.9-300TOPS/W Computing-in-Memory Processor Supporting Floating-Point NN Inference/Training with Intensive-CIM Sparse-Digital Architecture.
ISSCC
Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu
2023 J jnl
A 40-nm SONOS Digital CIM Using Simplified LUT Multiplier and Continuous Sample-Hold Sense Amplifier for AI Edge Inference.
IEEE Trans. Very Large Scale Integr. Syst.
Hongyang Hu, Xiwei Wang, Zi Wang, Haiyang Zhou, Danian Dong, Jinshan Yue, Wan Pang, Xiaoxin Xu, Chunmeng Dou
2023 — conf
A 5.6-89.9TOPS/W Heterogeneous Computing-in-Memory SoC with High-Utilization Producer-Consumer Architecture and High-Frequency Read-Free CIM Macro.
VLSI Technology and Circuits
Jinshan Yue, Mingtao Zhan, Zi Wang, Yifan He, Yaolei Li, Songming Yu, Wenyu Sun, Lu Jie, Chunmeng Dou, Xueqing Li, Nan Sun, Huazhong Yang, Ming Liu, Yongpan Liu
2023 — conf
A 9Mb HZO-Based Embedded FeRAM with 10
ISSCC
Jianguo Yang, Qing Luo, Xiaoyong Xue, Haijun Jiang, Qiqiao Wu, Zhongze Han, Yue Cao, Yongkang Han, Chunmeng Dou, Hangbing Lv, Qi Liu, Ming Liu
2023 J jnl
An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI.
IEEE Trans. Circuits Syst. II Express Briefs
Yi Li, Jia Chen, Linfang Wang, Woyu Zhang, Zeyu Guo, Jun Wang, Yongkang Han, Zhi Li, Fei Wang, Chunmeng Dou, Xiaoxin Xu, Jianguo Yang, Zhongrui Wang, Dashan Shang
2023 J jnl
Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy.
CoRR
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
2022 — conf
A 55nm 32Mb Digital Flash CIM Using Compressed LUT Multiplier and Low Power WL Voltage Trimming Scheme for AI Edge Inference.
APCCAS
Hongyang Hu, Zi Wang, Xiaoxin Xu, Kai Xi, Kun Zhang, Junyu Zhang, Chunmeng Dou
2022 — conf
Few-shot graph learning with robust and energy-efficient memory-augmented graph neural network (MAGNN) based on homogeneous computing-in-memory.
VLSI Technology and Circuits
Woyu Zhang, Shaocong Wang, Yi Li, Xiaoxin Xu, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Renrui Fang, Chunmeng Dou, Kai Ni, Zhongrui Wang, Dashan Shang, Ming Liu
2022 J jnl
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory.
Adv. Intell. Syst.
Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang
2022 J jnl
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory.
Adv. Intell. Syst.
Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang
2022 — conf
RRAM Computing-in-Memory Using Transient Charge Transferring for Low-Power and Small-Latency AI Edge Inference.
APCCAS
Linfang Wang, Junjie An, Wang Ye, Weizeng Li, Hanghang Gao, Yangu He, Jianfeng Gao, Jinshan Yue, Lingyan Fan, Chunmeng Dou
2022 J jnl
STICKER-IM: A 65 nm Computing-in-Memory NN Processor Using Block-Wise Sparsity Optimization and Inter/Intra-Macro Data Reuse.
IEEE J. Solid State Circuits
Jinshan Yue, Yongpan Liu, Zhe Yuan, Xiaoyu Feng, Yifan He, Wenyu Sun, Zhixiao Zhang, Xin Si, Ruhui Liu, Zi Wang, Meng-Fan Chang, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang
2021 C conf
A 40nm 1Mb 35.6 TOPS/W MLC NOR-Flash Based Computation-in-Memory Structure for Machine Learning.
ISCAS
Yuxin Zhang, Sitao Zeng, Zhiguo Zhu, Zhaolong Qin, Chen Wang, Jingjing Li, Sanfeng Zhang, Yajuan He, Chunmeng Dou, Xin Si, Meng-Fan Chang, Qiang Li
2021 J jnl
Efficient and Robust Nonvolatile Computing-In-Memory Based on Voltage Division in 2T2R RRAM With Input-Dependent Sensing Control.
IEEE Trans. Circuits Syst. II Express Briefs
Linfang Wang, Wang Ye, Chunmeng Dou, Xin Si, Xiaoxin Xu, Jing Liu, Dashan Shang, Jianfeng Gao, Feng Zhang, Yongpan Liu, Meng-Fan Chang, Qi Liu
2021 — conf
MLFlash-CIM: Embedded Multi-Level NOR-Flash Cell based Computing in Memory Architecture for Edge AI Devices.
AICAS
Sitao Zeng, Yuxin Zhang, Zhiguo Zhu, Zhaolong Qin, Chunmeng Dou, Xin Si, Qiang Li
2021 C conf
Sparsity-Aware Clamping Readout Scheme for High Parallelism and Low Power Nonvolatile Computing-in-Memory Based on Resistive Memory.
ISCAS
Linfang Wang, Wang Ye, Junjie An, Chunmeng Dou, Qi Liu, Meng-Fan Chang, Ming Liu
2019 J jnl
A 0.75 V reference clamping sense amplifier for low-power high-density ReRAM with dynamic pre-charge technique.
IEICE Electron. Express
Jiahao Yin, Chunmeng Dou, Danian Dong, Jie Yu, Xiaoxin Xu, Qing Luo, Tiancheng Gong, Lu Tai, Peng Yuan, Xiaoyong Xue, Ming Liu, Hangbing Lv
2019 — conf
An Asynchronous AER Circuits with Rotation Priority Tree Arbiter for Neuromorphic Hardware with Analog Neuron.
ASICON
Jinsong Wei, Jilin Zhang, Xumeng Zhang, Zuheng Wu, Chunmeng Dou, Tuo Shi, Hong Chen, Qi Liu
2017 — conf
Challenges of emerging memory and memristor based circuits: Nonvolatile logics, IoT security, deep learning and neuromorphic computing.
ASICON
Chunmeng Dou, Wei-Hao Chen, Yi-Ju Chen, Huan-Ting Lin, Wei-Yu Lin, Mon-Shu Ho, Meng-Fan Chang
2014 J jnl
Characterization of interface state density of three-dimensional Si nanostructure by charge pumping measurement.
Microelectron. Reliab.
Chunmeng Dou, Tomoya Shoji, Kazuhiro Nakajima, Kuniyuki Kakushima, Parhat Ahmet, Yoshinori Kataoka, Akira Nishiyama, Nobuyuki Sugii, Hitoshi Wakabayashi, Kazuo Tsutsui, Kenji Natori, Hiroshi Iwai
2014 J jnl
Determination of energy and spatial distribution of oxide border traps in In
Microelectron. Reliab.
Chunmeng Dou, Dennis Lin, Abhitosh Vais, Tsvetan Ivanov, Han-Ping Chen, Koen Martens, Kuniyuki Kakushima, Hiroshi Iwai, Yuan Taur, Aaron Thean, Guido Groeseneken
2012 J jnl
Resistive switching behavior of a CeO
Microelectron. Reliab.
Chunmeng Dou, Kuniyuki Kakushima, Parhat Ahmet, Kazuo Tsutsui, Akira Nishiyama, Nobuyuki Sugii, Kenji Natori, Takeo Hattori, Hiroshi Iwai