Bonan Yan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

Markov Chain Monte Carlo Sampling

Low Memory Requirements

Top Venues

Publications

Cenlin Duan, Jianlei Yang, Xiaolin He, Yingjie Qi, Yikun Wang, Yiou Wang, Ziyan He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weitao Pan, Weisheng Zhao
DDC-PIM: Efficient Algorithm/Architecture Co-Design for Doubling Data Capacity of SRAM-Based Processing-in-Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (3) (2024)
Yihan Fu, Daijing Shi, Anjunyi Fan, Wenshuo Yue, Yuchao Yang, Ru Huang, Bonan Yan
Probabilistic Compute-in-Memory Design for Efficient Markov Chain Monte Carlo Sampling. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (2) (2024)
Yifeng Zhai, Bing Li, Bonan Yan, Jing Wang
STAR: An Efficient Softmax Engine for Attention Model with RRAM Crossbar. CoRR (2024)
Cenlin Duan, Jianlei Yang, Yiou Wang, Yikun Wang, Yingjie Qi, Xiaolin He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weisheng Zhao
Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity. CoRR (2024)
Rongqing Cong, Wenyang He, Mingxuan Li, Bangning Luo, Zebin Yang, Yuchao Yang, Ru Huang, Bonan Yan
AttentionLego: An Open-Source Building Block For Spatially-Scalable Large Language Model Accelerator With Processing-In-Memory Technology. CoRR (2024)
Yihan Fu, Daijing Shi, Anjunyi Fan, Wenshuo Yue, Yuchao Yang, Ru Huang, Bonan Yan
Probabilistic Compute-in-Memory Design For Efficient Markov Chain Monte Carlo Sampling. CoRR (2023)
Cenlin Duan, Jianlei Yang, Xiaolin He, Yingjie Qi, Yikun Wang, Yiou Wang, Ziyan He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weitao Pan, Weisheng Zhao
DDC-PIM: Efficient Algorithm/Architecture Co-design for Doubling Data Capacity of SRAM-based Processing-In-Memory. CoRR (2023)
Yanjun Li, Chunshan Zu, Bingqian Wang, Zhenhua Zhu, Yaojun Zhang, Ran Duan, Bing Li, Bonan Yan
SRAM-Based Processing-In-Memory Design with Kullback-Leibler Divergence-Based Dynamic Precision Quantization. ACM Great Lakes Symposium on VLSI (2023)
Anjunyi Fan, Yihan Fu, Yaoyu Tao, Zhonghua Jin, Haiyue Han, Huiyu Liu, Yaojun Zhang, Bonan Yan, Yuchao Yang, Ru Huang
Hadamard product-based in-memory computing design for floating point neural network training. Neuromorph. Comput. Eng. 3 (1) (2023)
Bonan Yan, Yuchao Yang, Ru Huang
Memristive dynamics enabled neuromorphic computing systems. Sci. China Inf. Sci. 66 (10) (2023)
Lianfeng Yu, Yaoyu Tao, Teng Zhang, Zeyu Wang, Xile Wang, Zelun Pan, Bowen Wang, Zhaokun Jing, Jiaxin Liu, Yuqi Li, Yihang Zhu, Bonan Yan, Yuchao Yang
Fast and reconfigurable sort-in-memory system enabled by memristors. CoRR (2023)
Anjunyi Fan, Bo Hu, Zhonghua Jin, Haiyue Han, Yaojun Zhang, Yue Yang, Yuchao Yang, Bonan Yan, Ru Huang
Live Demonstration: SRAM Compute-In-Memory Based Visual & Aural Recognition System. AICAS (2023)
Yifeng Zhai, Bing Li, Bonan Yan, Jing Wang
STAR: An Efficient Softmax Engine for Attention Model with RRAM Crossbar. DATE (2023)
Lei Cai, Jing Wang, Lianfeng Yu, Bonan Yan, Yaoyu Tao, Yuchao Yang
Accelerating Neural-ODE Inference on FPGAs with Two-Stage Structured Pruning and History-based Stepsize Search. FPGA (2023)
Zhuojian Xiao, Bonan Yan, Teng Zhang, Ru Huang, Yuchao Yang
Memristive devices based hardware for unlabeled data processing. Neuromorph. Comput. Eng. 2 (2) (2022)
Kangyi Qiu, Yaojun Zhang, Bonan Yan, Ru Huang
Heterogeneous Memory Architecture Accommodating Processing-in-Memory on SoC for AIoT Applications. ASP-DAC (2022)
Zhaokun Jing, Bonan Yan, Yuchao Yang, Ru Huang
VSDCA: A Voltage Sensing Differential Column Architecture Based on 1T2R RRAM Array for Computing-in-Memory Accelerators. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (10) (2022)
Ziru Li, Qilin Zheng, Bonan Yan, Ru Huang, Bing Li, Yiran Chen
ASTERS: adaptable threshold spike-timing neuromorphic design with twin-column ReRAM synapses. DAC (2022)
Bonan Yan, Jeng-Long Hsu, Pang-Cheng Yu, Chia-Chi Lee, Yaojun Zhang, Wenshuo Yue, Guoqiang Mei, Yuchao Yang, Yue Yang, Hai Li, Yiran Chen, Ru Huang
27.38-TOPS/W Signed-INT8 Dynamic-Logic-Based ADC-less SRAM Compute-in-Memory Macro in 28nm with Reconfigurable Bitwise Operation for AI and Embedded Applications. ISSCC (2022)
Ziru Li, Bonan Yan, Hai Helen Li
ReSiPE: ReRAM-based Single-Spiking Processing-In-Memory Engine. DAC (2020)
Xiaoxuan Yang, Bonan Yan, Hai Li, Yiran Chen
ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration. ICCAD (2020)
Qilin Zheng, Zongwei Wang, Zishun Feng, Bonan Yan, Yimao Cai, Ru Huang, Yiran Chen, Chia-Lin Yang, Hai Helen Li
Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks. DAC (2020)
Bing Li, Bonan Yan, Hai Li
An Overview of In-memory Processing with Emerging Non-volatile Memory for Data-intensive Applications. ACM Great Lakes Symposium on VLSI (2019)
Arjun Chaudhuri, Bonan Yan, Yiran Chen, Krishnendu Chakrabarty
Hardware Fault Tolerance for Binary RRAM Crossbars. ITC (2019)
Bing Li, Bonan Yan, Hai Li
An Overview of In-memory Processing with Emerging Non-volatile Memory for Data-intensive Applications. CoRR (2019)
Bonan Yan, Bing Li, Ximing Qiao, Cheng-Xin Xue, Meng-Fan Chang, Yiran Chen, Hai Helen Li
Resistive Memory-Based In-Memory Computing: From Device and Large-Scale Integration System Perspectives. Adv. Intell. Syst. 1 (7) (2019)
Bing Li, Bonan Yan, Chenchen Liu, Hai (Helen) Li
Build reliable and efficient neuromorphic design with memristor technology. ASP-DAC (2019)
Bonan Yan, Yiran Chen, Hai Li
Challenges of memristor based neuromorphic computing system. Sci. China Inf. Sci. 61 (6) (2018)
Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen
Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices. DATE (2018)
Bonan Yan, Xiong Cao, Hai (Helen) Li
A neuromorphic design using chaotic mott memristor with relaxation oscillation. DAC (2018)
Yaojun Zhang, Bonan Yan, Xiaobin Wang, Yiran Chen
Persistent and Nonpersistent Error Optimization for STT-RAM Cell Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (7) (2017)
Shunti Yin, Deepak Kadetotad, Bonan Yan, Chang Song, Yiran Chen, Chaitali Chakrabarti, Jae-sun Seo
Low-power neuromorphic speech recognition engine with coarse-grain sparsity. ASP-DAC (2017)
Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai (Helen) Li, Yiran Chen
Giant Spin-Hall assisted STT-RAM and logic design. Integr. 58 (2017)
Bonan Yan, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai Li
A closed-loop design to enhance weight stability of memristor based neural network chips. ICCAD (2017)
Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai (Helen) Li, Yiran Chen
Spin-Hall Assisted STT-RAM Design and Discussion. SLIP (2016)
Bonan Yan, Amr Mahmoud Mahmoud, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai (Helen) Li
A neuromorphic ASIC design using one-selector-one-memristor crossbar. ISCAS (2016)
Chenchen Liu, Qing Yang, Bonan Yan, Jianlei Yang, Xiaocong Du, Weijie Zhu, Hao Jiang, Qing Wu, Mark Barnell, Hai Li
A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy. ISVLSI (2016)
Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Beiye Liu, Yiran Chen, Hai Li, Qing Wu, Hao Jiang
A spiking neuromorphic design with resistive crossbar. DAC (2015)
Bonan Yan, Yaojun Zhang, Enes Eken, Wujie Wen, Weisheng Zhao, Yiran Chen
Recent progresses of STT memory design and applications. ASICON (2015)
Zheng Li, Chenchen Liu, Yandan Wang, Bonan Yan, Chaofei Yang, Jianlei Yang, Hai Li
An overview on memristor crossabr based neuromorphic circuit and architecture. VLSI-SoC (2015)
Hai (Helen) Li, Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Yiran Chen, Weijie Zhu, Qing Wu, Hao Jiang
Spiking-based matrix computation by leveraging memristor crossbar array. CISDA (2015)
Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai Li, Yiran Chen
Giant spin hall effect (GSHE) logic design for low power application. DATE (2015)
Zheng Li, Bonan Yan, Lun Yang, Weisheng Zhao, Yiran Chen, Hai Li
A new self-reference sensing scheme for TLC MRAM. ISCAS (2015)
Bonan Yan, Zheng Li, Yaojun Zhang, Jianlei Yang, Hai Li, Weisheng Zhao, Pierre Chor-Fung Chia
A High-Speed Robust NVM-TCAM Design Using Body Bias Feedback. ACM Great Lakes Symposium on VLSI (2015)