- Integrated Circuit Design for Emerging Memories
- Hardware/Software Co-design for Machine Learning
Publications:
(1) Xiaoxuan Yang, Bonan Yan, Hai Li, and Yiran Chen, ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration. 2020 IEEE/ACM International Conference on Computer Aided Design (ICCAD), San Diego, CA, USA, 2020.11.2-11.5.
(2) Bonan Yan, Ziru Li, Brady Taylor, Hai Li, Yiran Chen, Neuromorphic Computing Systems with Emerging Nonvolatile Memories: A Circuits and Systems Perspective, 2020 International Symposium on VLSI Technology, Systems and Applications (VLSI-TSA), Hsinchu, Taiwan, China, 2020.8.14-8.13
(3) 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, 2020 57th ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, 2020.7.20-7.24
(4) Ziru Li, Bonan Yan, Hai Li, ReSiPE: ReRAM-based Single-Spiking Processing-In-Memory Engine, 2020 57th ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, 2020.7.20-7.24
(5) Brady Taylor, Ziru Li, Bonan Yan, Hai Li, Yiran Chen, Highly Efficient Neuromorphic Computing Systems with Emerging Nonvolatile Memories, SPIE Advanced Lithography, San Jose, CA, USA, 2020.2.23-2.27
(6) Bonan Yan, Mengyun Liu, Yiran Chen, Krishnendu Chakrabarty, Hai Li, On Designing Efficient and Reliable Nonvolatile Memory-Based Computing-In-Memory Accelerators, 2019 IEEE International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2019.12.7-12.11
(7) Arjun Chaudhuri, Bonan Yan, Yiran Chen, Krishnendu Chakrabarty, Hardware Fault Tolerance for Binary RRAM Crossbars, 2019 IEEE International Test Conference (ITC), Washington, DC, USA, 2019.11.9-11.15
(8) Bonan Yan, Bing Li, Ximing Qiao, Cheng-Xin Xue, Meng‐Fan Chang, Yiran Chen, Hai Li, Resistive Memory‐Based In‐Memory Computing: From Device and Large‐Scale Integration System Perspectives, Advanced Intelligent Systems, 1(7), p.1900068
(9) Bonan Yan, Qing Yang, Wei-Hao Chen, Kung-Tang Chang, Jian-Wei Su, Chien-Hua Hsu, Sih-Han Li, Heng-Yuan Lee, Shyh-Shyuan Sheu, Mon-Shu Ho, Qing Wu, Meng-Fan Chang, Yiran Chen, Hai Li, RRAM-based Spiking Nonvolatile Computing-In-Memory Processing Engine with Precision-Configurable In Situ Nonlinear Activation, 2019 IEEE Symposium on VLSI Technology, Kyoto, Japan, 2019.6.9-6.14
(10) Bing Li, Bonan Yan, Hai Li, An Overview of In-Memory Processing with Emerging Non-Volatile Memory for Data-Intensive Applications, 2019 on Great Lakes Symposium on VLSI (GLSVLSI), Washington, D.C., USA, 2019.5.9-5.11
(11) Bing Li, Bonan Yan, Chenchen Liu, Hai Li, Build Reliable And Efficient Neuromorphic Design With Memristor Technology, 2019 24th Asia and South Pacific Design Automation Conference (ASP-DAC), Tokyo, Japan, 2019.21-24
(12) Bonan Yan, Xiong Cao, Hai Li, A Neuromorphic Design Using Chaotic Mott Memristor with Relaxation Oscillation, 2018 55th ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, 2018.6.24-6.29
(13) Bonan Yan, Yiran Chen, and Hai Li. Challenges of memristor based neuromorphic computing system. Science China Information Sciences 61, no. 6 (2018): 060425
(14) Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen, Exploring the Opportunity of Implementing Neuromorphic Computing Systems with Spintronic Devices, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), Dresden, Germany, 2018.3.19-3.23
(15) Bonan Yan, Chenchen Liu, Xiaoxiao Liu, Yiran Chen, Hai Li, Understanding The Trade-Offs Of Device, Circuit And Application In ReRAM-Based Neuromorphic Computing Systems, 2017 IEEE International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2017.12.2-12.6
(16) Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai Helen Li, and Yiran Chen. Giant Spin-Hall Assisted STT-RAM and Logic Design, Integration 58 (2017): 253-261
(17) Shihui Yin, Deepak Kadetotad, Bonan Yan, Chang Song, Yiran Chen, Chaitali Chakrabarti, Jae-sun Seo, Low-Power Neuromorphic Speech Recognition Engine with Coarse-Grain Sparsity, 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), Chiba, Japan, 2017.1.16-1.19
(18) Bonan Yan, Jianhua (Joshua) Yang, Qing Wu, Yiran Chen, Hai (Helen) Li, A Closed-Loop Design to Enhance Weight Stability of Memristor Based Neural Network Chips, 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Irvine, CA, USA, 2017.11.13-11.16
(19) Yaojun Zhang, Bonan Yan, Xiaobin Wang, Yiran Chen, Persistent and Nonpersistent Error Optimization for STT-RAM Cell Design, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 36, no. 7 (2016): 1181-1192
(20) Bonan Yan, Zheng Li, Yiran Chen, Hai Li, RAM and TCAM Designs by Using STT-MRAM, 2016 16th Non-Volatile Memory Technology Symposium (NVMTS), Pittsburgh, PA, USA, 2016.10.17-10.19
(21) 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, 2016 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Pittsburgh, PA, USA, 2016.7.11-7.13
(22) 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, 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Montreal, QC, Canada, 2016.5.22-5.25
(23) Bonan Yan, Yaojun Zhang, Enes Eken, Wujie Wen, Weisheng Zhao, Yiran Chen, Recent Progresses Of STT Memory Design And Applications, 2015 IEEE 11th International Conference on ASIC (ASICON), Chengdu, China, 2015.11.3-11.6
(24) Zheng Li, Chenchen Liu, Yandan Wang, Bonan Yan, Chaofei Yang, Jianlei Yang, Hai Li, An Overview on Memristor Crossbar Based Neuromorphic Circuit and Architecture, 2015 IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), Daejeon, South Korea, 2015.10.5-10.7
(25) 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, 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, 2015.6.7-6.11
(26) 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, 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA), Verona, New York, USA, 2015.5.26-5.28
(27) Zheng Li, Bonan Yan, Lun Yang, Weisheng Zhao, Yiran Chen, Hai Li, A New Self-Reference Sensing Scheme for TLC MRAM, 2015 IEEE International Symposium on Circuits and Systems (ISCAS), Lisbon, Portugal, 2015.5.24-5.27
(28) 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, 2015 25th Great Lakes Symposium on VLSI (GLSVLSI), Pittsburgh, PA, USA, 2015.5.20-5.22
(29) Yue Zhang, Bonan Yan, Wang Kang, Yuanqing Cheng, Jacques-Olivier Klein, Youguang Zhang, Yiran Chen, Weisheng Zhao, IEEE Transactions on Electron Devices 62, no. 6 (2015): 2048-2055
(30) Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai Li, Yiran Chen, Giant spin hall effect (GSHE) logic design for low power application, 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), Grenoble, France, 2015.3.9-3.13
（31）Qing Yang，Bonan Yan，Hai Li，Sensing of Non-Volatile Memory Demystified （Sensing of Resistive RAM），Springer，2019.
（32）李政，郭玮，康旺，燕博南，赵巍胜，一种磁逻辑器件的并联编程电路，2017.04.19，中国，CN104134455A