Bin Gao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 50

Top Topics

Multilayer Neural Networks

Design Guidelines

Reservoir Computing

Top Venues

Sci. China Inf. Sci.

Publications

Yang Li, Xiao Wang, Zhifan He, Ze Wang, Ke Cheng, Sanchuan Ding, Yijing Fan, Xiaotao Li, Yawen Niu, Shanpeng Xiao, Zhenqi Hao, Bin Gao, Huaqiang Wu
Industry-Oriented Detection Method of PCBA Defects Using Semantic Segmentation Models. IEEE CAA J. Autom. Sinica 11 (6) (2024)
Yuan He, Chengxiang Ma, Xiangchao Ma, Yilong Huang, Qianze Zheng, Yue Xi, Qiumeng Wei, Jianing Li, Xiaodong He, Yongqin Wu, Weihai Bu, Kai Zheng, Jin Kang, Jianshi Tang, Bin Gao, Dong Wu, He Qian, Huaqiang Wu
A 3.75Mb Embedded RRAM IP on 40nm High-Voltage CMOS Technology. IMW (2024)
Ruofei Hu, Jianshi Tang, Yue Xi, Zhixing Jiang, Yuyao Lu, Chengxiang Ma, Junchen Li, Bin Gao, He Qian, Huaqiang Wu
Statistical Modeling of Time-Dependent Post-Programming Conductance Drift in Analog RRAM. IRPS (2024)
Xiaoqing Zhao, Longjun Liu, Yuyi Liu, Bin Gao, Hongbin Sun
Compensation Architecture to Alleviate Noise Effects in RRAM-based Computing-in-memory Chips with Residual Resource. ISCAS (2024)
Xiaoqing Zhao, Longjun Liu, Yuyi Liu, Bin Gao, Hongbin Sun
Compensation architecture design utilizing residual resource to mitigate impacts of nonidealities in RRAM-based computing-in-memory chips. Microelectron. J. 149 (2024)
Bin Gao
Memristor Based Mixed-Precision Computation-in-Memory System. ICICDT (2023)
Yudeng Lin, Jianshi Tang, Bin Gao, Qingtian Zhang, He Qian, Huaqiang Wu
BETTER: Bayesian-Based Training and Lightweight Transfer Architecture for Reliable and High-Speed Memristor Neural Network Deployment. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Yibei Zhang, Qingtian Zhang, Qi Qin, Wenbin Zhang, Yue Xi, Zhixing Jiang, Jianshi Tang, Bin Gao, He Qian, Huaqiang Wu
An RRAM retention prediction framework using a convolutional neural network based on relaxation behavior. Neuromorph. Comput. Eng. 3 (1) (2023)
Yuyi Liu, Bin Gao, Jianshi Tang, Huaqiang Wu, He Qian
Architecture-circuit-technology co-optimization for resistive random access memory-based computation-in-memory chips. Sci. China Inf. Sci. 66 (10) (2023)
Yudeng Lin, Jianshi Tang, Bin Gao, Qi Qin, Qingtian Zhang, He Qian, Huaqiang Wu
A High-Speed and High-Efficiency Diverse Error Margin Write-Verify Scheme for an RRAM-Based Neuromorphic Hardware Accelerator. IEEE Trans. Circuits Syst. II Express Briefs 70 (4) (2023)
Hanwen Gong, Hu He, Liyang Pan, Bin Gao, Jianshi Tang, Sining Pan, Jianing Li, Peng Yao, Dabin Wu, He Qian, Huaqiang Wu
An Error-Free 64KB ReRAM-Based nvSRAM Integrated to a Microcontroller Unit Supporting Real-Time Program Storage and Restoration. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Yiwei Du, Jianshi Tang, Yijun Li, Yue Xi, Bin Gao, He Qian, Huaqiang Wu
Monolithic 3D Integration of FeFET, Hybrid CMOS Logic and Analog RRAM Array for Energy-Efficient Reconfigurable Computing-In-Memory Architecture. VLSI Technology and Circuits (2023)
Ruihua Yu, Wenqiang Zhang, Bin Gao, Yiwen Geng, Peng Yao, Yuyi Liu, Qingtian Zhang, Jianshi Tang, Dong Wu, Hu He, Ning Deng, He Qian, Huaqiang Wu
CLEAR: a full-stack chip-in-loop emulator for analog RRAM based computing-in-memory system. Sci. China Inf. Sci. 66 (12) (2023)
Ze Wang, Ruihua Yu, Bin Gao
Memristor Based Mixed-Accuracy Computation-in-Memory System. ICICDT (2023)
Yudeng Lin, Qingtian Zhang, Bin Gao, Jianshi Tang, Peng Yao, Chongxuan Li, Shiyu Huang, Zhengwu Liu, Ying Zhou, Yuyi Liu, Wenqiang Zhang, Jun Zhu, He Qian, Huaqiang Wu
Uncertainty quantification via a memristor Bayesian deep neural network for risk-sensitive reinforcement learning. Nat. Mac. Intell. 5 (7) (2023)
Hanwen Gong, Hu He, Bin Gao, Jianshi Tang, Qingtian Zhang, He Qian, Huaqiang Wu
ACCLAIM: An End-to-End SystemC-AMS Simulation Framework for Analog In-Memory-Computing. ICTA (2023)
Awang Ma, Bin Gao, Xing Mou, Peng Yao, Yiwei Du, Jianshi Tang, He Qian, Huaqiang Wu
Thermal Induced Retention Degradation of RRAM-based Neuromorphic Computing Chips. IRPS (2023)
Siyao Yang, Bin Gao, Jianshi Tang, Feng Xu, Peng Yao, He Qian, Huaqiang Wu
Impact of Programming Process on Temperature Coefficient in Analog RRAM. ICICDT (2023)
Hanwen Gong, Hu He, Bin Gao, Jianshi Tang, Jian Yu, Dabin Wu, Junren Chen, Qingtian Zhang, Xing Mou, He Qian, Huaqiang Wu
A 1-Mb Programming Configurable ReRAM Fully Integrating Into a 32-Bit Microcontroller Unit. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Xiangpeng Liang, Yanan Zhong, Xinyi Li, Heyi Huang, Tingyu Li, Jianshi Tang, Bin Gao, He Qian, Huaqiang Wu, Hadi Heidari
A Physical Reservoir Computing Model Based on Volatile Memristor for Temporal Signal Processing. ICECS 2022 (2022)
Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs
A compute-in-memory chip based on resistive random-access memory. Nat. 608 (7923) (2022)
Yue Zhou, Nuo Xu, Bin Gao, Fuwei Zhuge, Zijian Tang, Xinchen Deng, Yi Li, Yuhui He, Xiangshui Miao
Complementary Memtransistor-Based Multilayer Neural Networks for Online Supervised Learning Through (Anti-)Spike-Timing-Dependent Plasticity. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Zhenxuan Zhao, Jianshi Tang, Jian Yuan, Yijun Li, Yuan Dai, Jian Yao, Qingtian Zhang, Sanchuan Ding, Tingyu Li, Ruirui Zhang, Yu Zheng, Zhengyou Zhang, Song Qiu, Qingwen Li, Bin Gao, Ning Deng, He Qian, Fei Xing, Zheng You, Huaqiang Wu
Large-Scale Integrated Flexible Tactile Sensor Array for Sensitive Smart Robotic Touch. CoRR (2022)
Wenbin Zhang, Jianshi Tang, Bin Gao, Wen Sun, Wei Liu, Kanwen Wang, Wei Wu, He Qian, Huaqiang Wu
Impact of Bottom Electrode Roughness on the Analog Switching Characteristics in Nanoscale RRAM Array. DRC (2021)
Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory. CoRR (2021)
Yanhai Jiang, Bin Gao, Jianshi Tang, Dabin Wu, Hu He, He Qian, Huaqiang Wu
HARNS: High-level Architectural Model of RRAM based Computing-in-memory NPU. ICTA (2021)
Wenqiang Zhang, Bin Gao, Peng Yao, Jianshi Tang, He Qian, Huaqiang Wu
Array-level boosting method with spatial extended allocation to improve the accuracy of memristor based computing-in-memory chips. Sci. China Inf. Sci. 64 (6) (2021)
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. Proc. IEEE 109 (1) (2021)
Yiwen Geng, Bin Gao, Qingtian Zhang, Wenqiang Zhang, Peng Yao, Yue Xi, Yudeng Lin, Junren Chen, Jianshi Tang, Huaqiang Wu, He Qian
An On-chip Layer-wise Training Method for RRAM based Computing-in-memory Chips. DATE (2021)
Yan Liao, Bin Gao, Peng Yao, Wenqiang Zhang, Jianshi Tang, Huaqiang Wu, He Qian
Diagonal Matrix Regression Layer: Training Neural Networks on Resistive Crossbars With Interconnect Resistance Effect. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (8) (2021)
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 J. Solid State Circuits 56 (5) (2021)
Qi Liu, Bin Gao, Peng Yao, Dong Wu, Junren Chen, Yachuan Pang, Wenqiang Zhang, Yan Liao, Cheng-Xin Xue, Wei-Hao Chen, Jianshi Tang, Yu Wang, Meng-Fan Chang, He Qian, Huaqiang Wu
33.2 A Fully Integrated Analog ReRAM Based 78.4TOPS/W Compute-In-Memory Chip with Fully Parallel MAC Computing. ISSCC (2020)
Weier Wan, Rajkumar Kubendran, Sukru Burc Eryilmaz, Wenqiang Zhang, Yan Liao, Dabin Wu, Stephen R. Deiss, Bin Gao, Priyanka Raina, Siddharth Joshi, Huaqiang Wu, Gert Cauwenberghs, H.-S. Philip Wong
33.1 A 74 TMACS/W CMOS-RRAM Neurosynaptic Core with Dynamically Reconfigurable Dataflow and In-situ Transposable Weights for Probabilistic Graphical Models. ISSCC (2020)
Wenqiang Zhang, Bin Gao, Peng Yao, Jianshi Tang, Huqiang Wu, He Qian
A circuit-algorithm codesign method to reduce the accuracy drop of RRAM based computing-in-memory chip. ICTA (2020)
Bin Gao, Xin Liu, Ya-Xiang Yuan
Parallelizable Algorithms for Optimization Problems with Orthogonality Constraints. SIAM J. Sci. Comput. 41 (3) (2019)
Wenqiang Zhang, Xiaochen Peng, Huaqiang Wu, Bin Gao, Hu He, Youhui Zhang, Shimeng Yu, He Qian
Design Guidelines of RRAM based Neural-Processing-Unit: A Joint Device-Circuit-Algorithm Analysis. DAC (2019)
Yachun Pang, Bin Gao, Dong Wu, Shengyu Yi, Qi Liu, Wei-Hao Chen, Ting-Wei Chang, Wei-En Lin, Xiaoyu Sun, Shimeng Yu, He Qian, Meng-Fan Chang, Huaqiang Wu
Native Bit Error Rate. ISSCC (2019)
Panni Wang, Feng Xu, Bo Wang, Bin Gao, Huaqiang Wu, He Qian, Shimeng Yu
Three-Dimensional nand Flash for Vector-Matrix Multiplication. IEEE Trans. Very Large Scale Integr. Syst. 27 (4) (2019)
Huaqiang Wu, Meiran Zhao, Yuyi Liu, Peng Yao, Yue Xi, Xinyi Li, Wei Wu, Qingtian Zhang, Jianshi Tang, Bin Gao, He Qian
Reliability Perspective on Neuromorphic Computing Based on Analog RRAM. IRPS (2019)
Qingtian Zhang, Huaqiang Wu, Peng Yao, Wenqiang Zhang, Bin Gao, Ning Deng, He Qian
Sign backpropagation: An on-chip learning algorithm for analog RRAM neuromorphic computing systems. Neural Networks 108 (2018)
Huaqiang Wu, Xiao Hu Wang, Bin Gao, Ning Deng, Zhichao Lu, Brent Haukness, Gary Bronner, He Qian
Resistive Random Access Memory for Future Information Processing System. Proc. IEEE 105 (9) (2017)
Shan Wang, Huaqiang Wu, Bin Gao, Ning Deng, Dong Wu, He Qian
Optimization of writing scheme on 1T1R RRAM to achieve both high speed and good uniformity. ESSDERC (2017)
Zixuan Chen, Huaqiang Wu, Bin Gao, Peng Yao, Xinyi Li, He Qian
Neuromorphic Computing based on Resistive RAM. ACM Great Lakes Symposium on VLSI (2017)
Bo Wang, Bin Gao, Huaqiang Wu, He Qian
-gate-dielectric select gates in vertical-channel three-dimensional (3D) NAND flash memory. Microelectron. Reliab. 78 (2017)
Haitong Li, Peng Huang, Bin Gao, Xiaoyan Liu, Jinfeng Kang, H.-S. Philip Wong
Device and Circuit Interaction Analysis of Stochastic Behaviors in Cross-Point RRAM Arrays. CoRR (2016)
Jinfeng Kang, Peng Huang, Z. Chen, Yudi Zhao, Chen Liu, R. Z. Han, Lifeng Liu, Xiaoyan Liu, Y. Y. Wang, Bin Gao
Physical understanding and optimization of resistive switching characteristics in oxide-RRAM. ESSDERC (2016)
Jinfeng Kang, Haitong Li, Peng Huang, Z. Chen, Bin Gao, Xiaoyan Liu, Zizhen Jiang, H.-S. Philip Wong
Modeling and design optimization of ReRAM. ASP-DAC (2015)
Jinfeng Kang, Bin Gao, Peng Huang, Lifeng Liu, Xiaoyan Liu, H. Y. Yu, Shimeng Yu, H.-S. Philip Wong
RRAM based synaptic devices for neuromorphic visual systems. DSP (2015)
Peng Yao, Huaqiang Wu, Bin Gao, Guo Zhang, He Qian
The effect of variation on neuromorphic network based on 1T1R memristor array. NVMTS (2015)
Haitong Li, Zizhen Jiang, Peng Huang, Y. Wu, Hong-Yu Chen, Bin Gao, Xiaoyan Liu, Jinfeng Kang, H.-S. Philip Wong
Variation-aware, reliability-emphasized design and optimization of RRAM using SPICE model. DATE (2015)
Peng Huang, Bing Chen, Haitong Li, Zhe Chen, Bin Gao, Xiaoyan Liu, Jinfeng Kang
Parameters extraction on HfOX based RRAM. ESSDERC (2014)
Shimeng Yu, Yexin Deng, Bin Gao, Peng Huang, Bing Chen, Xiaoyan Liu, Jinfeng Kang, Hong-Yu Chen, Zizhen Jiang, H.-S. Philip Wong
Design guidelines for 3D RRAM cross-point architecture. ISCAS (2014)
Jinfeng Kang, Bin Gao, Bing Chen, Peng Huang, F. F. Zhang, Xiaoyan Liu, Hong-Yu Chen, Zizhen Jiang, H.-S. Philip Wong, Shimeng Yu
Scaling and operation characteristics of HfOx based vertical RRAM for 3D cross-point architecture. ISCAS (2014)