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ORCIDBo Liu 0019
Person information
- affiliation (PhD 2013): Southeast University, School of Electronic Science and Engineering, National ASIC System Engineering Technology Research Center, Nanjing, China
- not to be confused with: Bo Liu 0026
Other persons with the same name
- Bo Liu — disambiguation page
- Bo Liu 0001
![[0000-0002-3603-6617]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-3603-6617")
— University of Technology Sydney, School of Computer Science, NSW, Australia (and 3 more) - Bo Liu 0002 — Guangdong University of Technology, School of Automation, Guangzhou, China (and 3 more)
- Bo Liu 0003 — Glyndwr University, Wrexham, UK (and 2 more)
- Bo Liu 0004 — Southeast University, School of Computer Science and Engineering, Nanjing, China
- Bo Liu 0005 — Walmart Global Tech, Mountain View, CA, USA (and 4 more)
- Bo Liu 0006 — Auburn University, AL, USA (and 1 more)
- Bo Liu 0007 — North China University of Technology, College of Science, Beijing, China (and 1 more)
- Bo Liu 0008 — Chinese Academy of Sciences, Academy of Mathematics and Systems Science, Center for Forecasting Science, Beijing, China (and 3 more)
- Bo Liu 0009 — Xidian University, International Research Center for Intelligent Perception and Computation, Xi'an, China (and 2 more)
- Bo Liu 0010 — NEC Labs China, Beijing, China
- Bo Liu 0011 — Beijing University of Technology, Faculty of Information Technology, College of Computer Science, Beijing, China
- Bo Liu 0012 — National University of Defense Technology, College of Advanced Interdisciplinary Studies, Changsha, China
- Bo Liu 0013 — Austrian Academy of Sciences, Institute for Quantum Optics and Quantum Information, Vienna, Austria (and 1 more)
- Bo Liu 0014 — National University of Defense Technology, School of Computer Science, Changsha, China
- Bo Liu 0015 — Hong Kong University of Science and Technology, Hong Kong
- Bo Liu 0016 — Qian Xuesen Laboratory of Space Technology, Beijing, China
- Bo Liu 0017 — Harbin Institute of Technology, School of Computer Science and Technology, China
- Bo Liu 0018 — Beijing Institute of Control Engineering, On-Board Computer and Electronic Technology Laboratory, Beijing, China (and 1 more)
- Bo Liu 0020 — Nanjing University of Information Science and Technology, Institute of Optoelectronics, Nanjing, China (and 1 more)
- Bo Liu 0021 — University of Maryland, College Park, MD, USA
- Bo Liu 0022 — Chongqing University of Posts and Telecommunication, Chongqing Key Laboratory of Signal and Information Processing, Chongqing, China
- Bo Liu 0023 — Harbin Institute of Technology, School of Computer Sciences and Technology, Center for Bioinformatics, Harbin, China
- Bo Liu 0024 — Massey University, Auckland, New Zealand (and 2 more)
- Bo Liu 0025 — University of Nebraska-Lincoln, Power and Energy Systems Laboratory, Lincoln, NE, USA
- Bo Liu 0026 — Southeast University, National ASIC System Engineering Technology Research Center, Nanjing, China
- Bo Liu 0027 — Beihang University, School of Astronautics, Image Processing Center, Beijing, China
- Bo Liu 0028 — Tianjin University, School of Electrical and Information Engineering, China
- Bo Liu 0029 — University of Tennessee, Department of Electrical Engineering and Computer Science, Center for Ultra-Wide-Area Resilient Electric Energy Transmission Networks, Knoxville, TN, USA
- Bo Liu 0030 — University of Science and Technology Beijing, School of Mechanical Engineering, Beijing, China
- Bo Liu 0031 — Henan University of Science and Technology, Electrical Engineering College, Luoyang, China (and 1 more)
- Bo Liu 0032 — Beijing Jiaotong University, School of Electrical Engineering, Beijing, China
- Bo Liu 0033 — Southwest University, College of Computer and Information Science, RISE - Centre for Research and Innovation in Software Engineering, Chongqing, China (and 1 more)
- Bo Liu 0034 — Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China (and 1 more)
- Bo Liu 0035 — Chinese Academy of Sciences, Institute of Automation, Beijing, China
- Bo Liu 0036 — Northeast Electric Power University, Jilin City, School of Electrical Engineering, China
- Bo Liu 0037 — Army Equipment Department in Shenyang, China
- Bo Liu 0038 — Shenyang Ligong University, School of Automation and Electrical Engineering, China
- Bo Liu 0039 — National University of Singapore, Singapore (and 2 more)
- Bo Liu 0040 — Kansas State University, Department of Electrical and Computer Engineering, Manhattan, KS, USA
- Bo Liu 0041 — King Fahd University of Petroleum and Minerals, Electrical Engineering Department, Dhahran, Saudi Arabia (and 1 more)
- Bo Liu 0042 — University of Texas at Austin, Department of Computer Science, Austin, TX, USA (and 1 more)
- Bo Liu 0043 — Wormpex AI Research, Bellevue, WA, USA (and 2 more)
- Bo Liu 0044 — NVIDIA Corporation, Santa Clara, CA, USA (and 1 more)
- Bo Liu 0045 — South China Normal University, School of Computer Science, Guangzhou, China
- Bo Liu 0046 — Shaanxi Normal University, School of Computer Science, Xi'an, China (and 1 more)
- Bo Liu 0047 — Chongqing University of Posts and Telecommunications, Department of Computer Science and Technology, Chongqing, China (and 1 more)
- Bo Liu 0048 — Jiangsu University, School of Computer Science and Communication Engineering, Zhenjiang, China
- Bo Liu 0049 — Hong Kong Polytechnic University, Department of Computing, Hong Kong
- Bo Liu 0050 — Beijing Jiaotong University, Beijing Key Lab of Traffic Data Analysis and Mining, Beijing, China (and 1 more)
- Bo Liu 0051 — FZI Research Center for Information Technology, Karlsruhe, Germany
- Bo Liu 0052 — PLA University of Science and Technology, College of Command Information Systems, Nanjing, China
- Bo Liu 0053 — Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (and 1 more)
- Bo Liu 0055 — Chinese Academy of Medical Sciences, Institute of Pathogen Biology, Beijing, China (and 1 more)
- Bo Liu 0056 — Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China
- Bo Liu 0057 — Huazhong University of Science and Technology, School of Computer Science and Technology, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, National Engineering Research Center for Big Data Technology and System, Wuhan, China
- Bo Liu 0058 — Stevens Institute of Technology, Department of Electrical and Computer Engineering, Hoboken, NJ, USA
- Bo Liu 0059 — Harbin University of Science and Technology, College of Chemical and Environmental Engineering, Harbin, China
- Bo Liu 0060 — Fujitsu R&D Center, Beijing, China
- Bo Liu 0061 — Beijing Jiaotong University, School of Computer and Information Technology, Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing, China (and 1 more)
- Bo Liu 0062 — Jinan University, Department of Computer Science, Guangzhou, China (and 1 more)
- Bo Liu 0063 — Hikstor Technology Company, Hangzhou, China (and 2 more)
- Bo Liu 0064 — Hebei Academy of Sciences, Shijiazhuang, China
- Bo Liu 0065 — Harbin Institute of Technology, School of Electrical Engineering and Automation, Harbin, China
- Bo Liu 0066 — Harbin Institute of Technology, Space Control and Inertial Technology Research Center, Harbin, China
- Bo Liu 0067 — Southwest Jiaotong University, Faculty of Geosciences and Environmental Engineering, Chengdu, China
- Bo Liu 0068 — East China University of Technology, Faculty of Geomatics, Nanchang, China (and 1 more)
- Bo Liu 0069 — Chinese Academy of Sciences, Institute of Optics and Electronics, Key Laboratory of Science and Technology on Space Optoelectronic Precision Measurement, Chengdu, China (and 1 more)
- Bo Liu 0070 — Shenyang University of Technology, School of Information Science and Engineering, Shenyang, China
- Bo Liu 0071 — Chinese Academy of Sciences, National Space Science Center, Key Laboratory of Electronics and Information Technology for Space System, Beijing, China
- Bo Liu 0072 — Tianjin University, School of Electrical and Information Engineering, Tianjin, China (and 1 more)
- Bo Liu 0073 — Zhejiang Laboratory, Research Center for Optical Fiber Sensing, Hangzhou, China (and 1 more)
- Bo Liu 0074 — Beijing Institute of Technology, School of Mechanical Engineering, Beijing, China
- Bo Liu 0075 — Beijing Institute of Technology, School of Optics and Photonics, Image Engineering & Video Technology Lab, Beijing, China
- Bo Liu 0076 — Southeast University, National Mobile Communications Research Laboratory, Nanjing, China
- Bo Liu 0077 — Guangzhou City University of Technology, China (and 1 more)
- Bo Liu 0078 — China Construction Capital Holdings Co., China
- Bo Liu 0079 — Beijing University of Posts and Telecommunications, Beijing, China
- Bo Liu 0080 — Peking University, School of Earth and Space Sciences, Institute of Remote Sensing and Geographic Information System, Beijing, China
- Bo Liu 0081 — Xi'an University of Architecture & Technology, School of Civil Engineering, Xi'an, China
- Bo Liu 0082 — Chinese Academy of Sciences, Institute of Atmospheric Physics, Key Laboratory of Middle Atmospheric and Global Environment Observation (LAGEO), Beijing, China
- Bo Liu 0083 — Dalian University of Technology, School of Mechanical Engineering, Dalian, China
- Bo Liu 0084 — Wuhan University, School of Mathematics and Statistics, Wuhan, China (and 1 more)
- Bo Liu 0085 — Macau University of Science and Technology, Faculty of Innovation Engineering, Macao, China (and 1 more)
- Bo Liu 0086 — Nankai University, College of Electronic Information and Optical Engineering, Tianjin, China
- Bo Liu 0087 — Dalian Minzu University, College of Information and Communication Engineering, Dalian, China
- Bo Liu 0088 — Shandong University of Technology, School of Physics and Optoelectronic Engineering, Laboratory of Functional Molecules and Materials, Zibo, China
- Bo Liu 0089 — Shandong University, Shandong Medical Imaging Research Institute, Jinan, China
- Bo Liu 0090 — China University of Mining and Technology, Beijing, China
- Bo Liu 0091 — University of Washington, Global Innovation Exchange, Bellevue, WA, USA
- Bo Liu 0092 — University of Waterloo, David R. Cheriton School of Computer Science, ON, Canada
- Bo Liu 0093 — JD Finance America Corporation, Mountain View, CA, USA
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2020 – today
- 2024
[j38]Bo Liu, Na Xie, Qingwen Wei, Guang Yang, Chonghang Xie, Weiqiang Liu, Hao Cai:
Timing Error Tolerant CNN Accelerator With Layerwise Approximate Multiplication. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(12): 4412-4425 (2024)- [j37]Bo Liu, Xinxiang Huang, Yang Zhang, Guang Yang, Han Yan, Chen Zhang, Zejv Li, Yuanhao Wang, Hao Cai:
Layer-Wise Mixed-Modes CNN Processing Architecture With Double-Stationary Dataflow and Dimension-Reshape Strategy. IEEE Trans. Circuits Syst. I Regul. Pap. 71(10): 4652-4664 (2024) - [j36]Yu Gong, Bo Liu, Hao Cai, Longxing Shi, Weiqiang Liu:
VoAD: A Sub-μW Multiscene Voice Activity Detector Deploying Analog-Frontend Digital-Backend Circuits. IEEE Trans. Circuits Syst. II Express Briefs 71(2): 837-841 (2024) - [j35]Bo Liu, Xuanhao Zhang, Hui Kou, Chenjie Xia, Zhen Wang, Hao Cai:
On-Chip-Registration Supported ASR Processor Using Two-Step Transfer-Learning TWN. IEEE Trans. Circuits Syst. II Express Briefs 71(5): 2819-2823 (2024) - [j34]Jia-Le Cui, Yanan Guo, Juntong Chen, Bo Liu, Hao Cai:
Sparsity-Oriented MRAM-Centric Computing for Efficient Neural Network Inference. IEEE Trans. Emerg. Top. Comput. 12(1): 97-108 (2024) - [j33]Zeju Li, Qinfan Wang, Zihan Zou, Qiao Shen, Na Xie, Hao Cai, Hao Zhang, Bo Liu:
Layer-Sensitive Neural Processing Architecture for Error-Tolerant Applications. IEEE Trans. Very Large Scale Integr. Syst. 32(5): 797-809 (2024) - [c42]Bo Liu, Qingwen Wei, Yang Zhang, Xingyu Xu, Zihan Zou, Xinxiang Huang, Xin Si, Hao Cai:
FDCA: Fine-grained Digital-CIM based CNN Accelerator with Hybrid Quantization and Weight-Stationary Dataflow. DAC 2024: 144:1-144:6 - [c41]Xuanhao Zhang, Hui Kou, Chenjie Xia, Hao Cai, Bo Liu:
Small-Footprint Automatic Speech Recognition System using Two-Stage Transfer Learning based Symmetrized Ternary Weight Network. ICASSP 2024: 1-5 - [c40]Chenjie Xia, Xuanhao Zhang, Zihan Zou, Hao Cai, Bo Liu:
Live Demonstration: A Target-Separable BWN Inspired Speech Recognition Processor with Low-power Precision-adaptive Approximate Computing. ISCAS 2024: 1 - [c39]Rong Zhou, Bo Liu, Xin Si, Hao Cai:
Complementary Series-connected STT-MTJ for Time-based Computing-in-Memory. ISCAS 2024: 1-5 - [c38]An Guo, Xi Chen, Fangyuan Dong, Jinwu Chen, Zhihang Yuan, Xing Hu, Yuanpeng Zhang, Jingmin Zhang, Yuchen Tang, Zhican Zhang, Gang Chen, Dawei Yang, Zhaoyang Zhang, Lizheng Ren, Tianzhu Xiong, Bo Wang, Bo Liu, Weiwei Shan, Xinning Liu, Hao Cai, Guangyu Sun, Jun Yang, Xin Si:
34.3 A 22nm 64kb Lightning-Like Hybrid Computing-in-Memory Macro with a Compressed Adder Tree and Analog-Storage Quantizers for Transformer and CNNs. ISSCC 2024: 570-572 - 2023
- [j32]Zhong-Jian Bian, Bo Liu, Hao Cai:
Computing in-memory with cascaded spintronic devices for AI edge. Comput. Electr. Eng. 109(Part B): 108767 (2023) - [j31]Bo Liu, Renyuan Zhang, Qiao Shen, Zeju Li, Na Xie, Yuanhao Wang, Chonghang Xie, Hao Cai:
W-AMA: Weight-aware Approximate Multiplication Architecture for neural processing. Comput. Electr. Eng. 111(Part A): 108921 (2023) - [j30]Hao Cai, Yaoru Hou, Mengdi Zhang, Bo Liu, Lirida Alves de Barros Naviner:
Dependable STT-MRAM With Emerging Approximation and Speculation Paradigms. IEEE Des. Test 40(3): 17-25 (2023) - [j29]Bo Liu, Hao Cai, Zilong Zhang, Xiaoling Ding, Renyuan Zhang, Yu Gong, Zhen Wang, Wei Ge, Jun Yang:
Multiplication Circuit Architecture for Error- Tolerant CNN-Based Keywords Speech Recognition. IEEE Des. Test 40(3): 26-35 (2023) - [j28]Bo Liu, Anfeng Xue, Ziyu Wang, Na Xie, Xuetao Wang, Zhen Wang, Hao Cai:
A Reconfigurable Approximate Computing Architecture With Dual-VDD for Low-Power Binarized Weight Network Deployment. IEEE Trans. Circuits Syst. II Express Briefs 70(1): 291-295 (2023) - [c37]Xingyu Xu, Qingwen Wei, Yang Zhang, Hao Cai, Bo Liu:
Work-in-Process: Error-Compensation-Based Energy-Efficient MAC Unit for CNNs. CASES 2023: 3-4 - [c36]Qingwen Wei, Yang Zhang, Xingyu Xu, Hao Cai, Bo Liu:
An Energy-Efficient MAC Design with Error Compensation Using Hybrid Approximate Logic Synthesis. ICTA 2023: 150-151 - [c35]Hao Cai, Zhong-Jian Bian, Yaoru Hou, Yongliang Zhou, Jia-Le Cui, Yanan Guo, Xiaoyun Tian, Bo Liu, Xin Si, Zhen Wang, Jun Yang, Weiwei Shan:
A 28nm 2Mb STT-MRAM Computing-in-Memory Macro with a Refined Bit-Cell and 22.4 - 41.5TOPS/W for AI Inference. ISSCC 2023: 500-501 - 2022
- [j27]Guoqiang He, Xiaoling Ding, Minghao Zhou, Bo Liu, Li Li:
Background Noise Adaptive Energy-Efficient Keywords Recognition Processor With Reusable DNN and Reconfigurable Architecture. IEEE Access 10: 17819-17827 (2022) - [j26]Bo Liu, Zilong Zhang, Hao Cai, Reyuan Zhang, Zhen Wang, Jun Yang:
Self-compensation tensor multiplication unit for adaptive approximate computing in low-power CNN processing. Sci. China Inf. Sci. 65(4) (2022) - [j25]Hao Cai, Xinfang Tong, Pengcheng Wu, Xinning Liu, Bo Liu:
Bit-error-rate aware sensing-error correction interaction in spintronic MRAM. J. Syst. Archit. 128: 102557 (2022) - [j24]Bo Liu, Mingyue Liu, Yongliang Zhou, Xiaofeng Hong, Hao Cai, Lirida Alves de Barros Naviner:
Writing-only in-MRAM computing paradigm for ultra-low power applications. Microprocess. Microsystems 90: 104449 (2022) - [j23]Bo Liu, Ziyu Wang, Xuetao Wang, Renyuan Zhang, Anfeng Xue, Qiao Shen, Na Xie, Yu Gong, Zhen Wang, Jun Yang, Hao Cai:
An Efficient BCNN Deployment Method Using Quality-Aware Approximate Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4217-4228 (2022) - [j22]Hao Cai, Yanan Guo, Bo Liu, Mingyang Zhou, Juntong Chen, Xinning Liu, Jun Yang:
Proposal of Analog In-Memory Computing With Magnified Tunnel Magnetoresistance Ratio and Universal STT-MRAM Cell. IEEE Trans. Circuits Syst. I Regul. Pap. 69(4): 1519-1531 (2022) - [j21]Bo Liu, Hao Cai, Zilong Zhang, Xiaoling Ding, Ziyu Wang, Yu Gong, Weiqiang Liu, Jinjiang Yang, Zhen Wang, Jun Yang:
More is Less: Domain-Specific Speech Recognition Microprocessor Using One-Dimensional Convolutional Recurrent Neural Network. IEEE Trans. Circuits Syst. I Regul. Pap. 69(4): 1571-1582 (2022) - [j20]Yu Gong, Hao Cai, Haige Wu, Wei Ge, Hao Yan, Zhen Wang, Longxing Shi, Bo Liu:
Quality Driven Systematic Approximation for Binary-Weight Neural Network Deployment. IEEE Trans. Circuits Syst. I Regul. Pap. 69(7): 2928-2940 (2022) - [c34]Bo Liu, Hao Cai, Xuan Zhang, Haige Wu, Anfeng Xue, Zilong Zhang, Zhen Wang, Jun Yang:
A Target-Separable BWN Inspired Speech Recognition Processor with Low-power Precision-adaptive Approximate Computing. DATE 2022: 196-201 - [c33]Juntong Chen, Hao Cai, Bo Liu, Jun Yang:
Triple-Skipping Near-MRAM Computing Framework for AIoT Era. DATE 2022: 1401-1406 - [c32]Qiao Shen, Renyuan Zhang, Hao Zhang, Hao Cai, Bo Liu, Jian Xiao:
A CGP-based Efficient Approximate Multiplier with Error Compensation. ICTA 2022: 48-49 - [c31]Xuanhao Zhang, Haige Wu, Renyuan Zhang, Zihang Xu, Hao Zhang, Bo Liu, Hao Cai:
A TWN Inspired Speaker Verification Processor with Hardware-friendly Weight Quantization. ICTA 2022: 160-161 - [c30]Bo Liu, Xuetao Wang, Renyuan Zhang, Anfeng Xue, Ziyu Wang, Haige Wu, Hao Cai:
A Low Power DNN-based Speech Recognition Processor with Precision Recoverable Approximate Computing. ISCAS 2022: 2102-2106 - [p2]You Wang, Hao Cai, Kaili Zhang, Bo Wu, Bo Liu, Deming Zhang, Weisheng Zhao:
Spintronic Solutions for Approximate Computing. Approximate Computing 2022: 99-117 - [p1]Bo Liu, Hao Cai, Zhen Wang, Jun Yang:
Approximate Computing for Energy-Constrained DNN-Based Speech Recognition. Approximate Computing 2022: 451-480 - 2021
- [j19]Hao Cai, Bo Liu, Juntong Chen, Lirida A. B. Naviner, Yongliang Zhou, Zhen Wang, Jun Yang:
A survey of in-spin transfer torque MRAM computing. Sci. China Inf. Sci. 64(6) (2021) - [c29]Limo Guo, PengXu Lin, Lei Guo, Bo Liu:
Implementation of a CRNN-based low-power keyword recognition system on FPGA. ASICON 2021: 1-4 - [c28]Haige Wu, Xuan Zhang, Xiaoling Ding, Ziyu Wang, Anfeng Xue, Yu Gong, Bo Liu:
An Always-on Ultra-Low Power Speaker Verification Accelerator based on Binary Weighted Neural Network with System Co-optimization. ASICON 2021: 1-4 - [c27]Renyuan Zhang, Xuetao Wang, Ziyu Wang, Anfeng Xue, Haichuan Yang, Yu Gong, Bo Liu:
Mutual Error Compensation based Area and Power efficient Approximate Multiplier. ASICON 2021: 1-4 - [c26]Zilong Zhang, Haichuang Yang, Xuan Zhang, Xiaoling Ding, Xuetao Wang, Yu Gong, Bo Liu:
Low-Power Keyword Recognition Feature Extraction Circuit based on SRMFCC and Shared Multiplier for High Noise Background. ASICON 2021: 1-4 - [c25]Bo Liu, Zeyu Shen, Lepeng Huang, Yu Gong, Zilong Zhang, Hao Cai:
A 1D-CRNN Inspired Reconfigurable Processor for Noise-robust Low-power Keywords Recognition. DATE 2021: 495-500 - [c24]Zhong-Jian Bian, Yanan Guo, Bo Liu, Hao Cai:
In-MRAM Computing Elements with Single-Step Convolution and Fully Connected for BNN/TNN. ICTA 2021: 141-142 - [c23]Yaoru Hou, We Ge, Yanan Guo, Lirida A. B. Naviner, You Wang, Bo Liu, Jun Yang, Hao Cai:
Cryogenic In-MRAM Computing. NANOARCH 2021: 1-6 - [c22]Junyi Qian, Yuanyuan Jiang, Zilong Zhang, Renyuan Zhang, Ziyu Wang, Bo Liu:
Reconfigurable Approximate Multiplication Architecture for CNN-Based Speech Recognition Using Wallace Tree Tensor Multiplier Unit. NANOARCH 2021: 1-6 - [i1]Hao Cai, Yanan Guo, Bo Liu, Mingyang Zhou, Juntong Chen, Xinning Liu, Jun Yang:
Proposal of Analog In-Memory Computing with Magnified Tunnel Magnetoresistance Ratio and Universal STT-MRAM Cell. CoRR abs/2110.03937 (2021) - 2020
- [j18]Yu Gong, Yan Li, Xiaoling Ding, Haichuan Yang, Zilong Zhang, Xuan Zhang, Wei Ge, Zhen Wang, Bo Liu:
QCNN Inspired Reconfigurable Keyword Spotting Processor With Hybrid Data-Weight Reuse Methods. IEEE Access 8: 205878-205893 (2020) - [j17]Hao Cai, Honglan Jiang, Yongliang Zhou, Menglin Han, Bo Liu:
Interplay Bitwise Operation in Emerging MRAM for Efficient In-memory Computing. CCF Trans. High Perform. Comput. 2(3): 282-296 (2020) - [j16]Wei Ge, Shenxin Hu, Ji Quan Huang, Bo Liu, Min Zhu:
FPGA implementation of a challenge pre-processing structure arbiter PUF designed for machine learning attack resistance. IEICE Electron. Express 17(2): 20190670 (2020) - [j15]Wei Ge, Shenghua Chen, Benyu Liu, Min Zhu, Bo Liu:
A Power Analysis Attack Countermeasure Based on Random Data Path Execution For CGRA. IEICE Trans. Inf. Syst. 103-D(5): 1013-1022 (2020) - [j14]Yongliang Zhou, Hao Cai, Lei Xie, Menglin Han, Mingyue Liu, Shi Xu, Bo Liu, Weisheng Zhao, Jun Yang:
A Self-Timed Voltage-Mode Sensing Scheme With Successive Sensing and Checking for STT-MRAM. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 67-I(5): 1602-1614 (2020) - [j13]Yongliang Zhou, Hao Cai, Bo Liu, Weisheng Zhao, Jun Yang:
MTJ-LRB: Proposal of MTJ-Based Loop Replica Bitline as MRAM Device-Circuit Interaction for PVT-Robust Sensing. IEEE Trans. Circuits Syst. 67-II(12): 3352-3356 (2020) - [j12]Bo Liu, Hao Cai, Zhen Wang, Yuhao Sun, Zeyu Shen, Wentao Zhu, Yan Li, Yu Gong, Wei Ge, Jun Yang, Longxing Shi:
A 22nm, 10.8 μ W/15.1 μ W Dual Computing Modes High Power-Performance-Area Efficiency Domained Background Noise Aware Keyword- Spotting Processor. IEEE Trans. Circuits Syst. 67-I(12): 4733-4746 (2020) - [c21]Bo Liu, Yuhao Sun, Hao Cai, Zeyu Shen, Yu Gong, Lepeng Huang, Zhen Wang:
An Ultra-low Power Keyword-Spotting Accelerator Using Circuit-Architecture-System Co-design and Self-adaptive Approximate Computing Based BWN. ACM Great Lakes Symposium on VLSI 2020: 193-198 - [c20]Bo Liu, Yan Li, Lepeng Huang, Hao Cai, Wentao Zhu, Shisheng Guo, Yu Gong, Zhen Wang:
A Background Noise Self-adaptive VAD Using SNR Prediction Based Precision Dynamic Reconfigurable Approximate Computing. ACM Great Lakes Symposium on VLSI 2020: 271-275 - [c19]Ping Wang, Jinjiang Yang, Min Zhu, Bo Liu:
A High-throughput Low-area Entropy Source Based on Asynchronous Feedback Unit. ICCSP 2020: 131-135 - [c18]Bo Liu, Hao Cai, Yu Gong, Wentao Zhu, Yan Li, Wei Ge, Zhen Wang:
Binarized Weight Neural-Network Inspired Ultra-Low Power Speech Recognition Processor with Time-Domain Based Digital-Analog Mixed Approximate Computing. ISCAS 2020: 1-5
2010 – 2019
- 2019
- [j11]Bo Liu, Zhen Wang, Hu Fan, Jing Yang, Bo Liu, Wentao Zhu, Lepeng Huang, Yu Gong, Wei Ge, Longxing Shi:
EERA-KWS: A 163 TOPS/W Always-on Keyword Spotting Accelerator in 28nm CMOS Using Binary Weight Network and Precision Self-Adaptive Approximate Computing. IEEE Access 7: 82453-82465 (2019) - [j10]Bo Liu, Zhen Wang, Wentao Zhu, Yuhao Sun, Zeyu Shen, Lepeng Huang, Yan Li, Yu Gong, Wei Ge:
An Ultra-Low Power Always-On Keyword Spotting Accelerator Using Quantized Convolutional Neural Network and Voltage-Domain Analog Switching Network-Based Approximate Computing. IEEE Access 7: 186456-186469 (2019) - [j9]Bo Liu, Zhen Wang, Shisheng Guo, Huazhen Yu, Yu Gong, Jun Yang, Longxing Shi:
An energy-efficient voice activity detector using deep neural networks and approximate computing. Microelectron. J. 87: 12-21 (2019) - [j8]Yu Gong, Bo Liu, Wei Ge, Longxing Shi:
ARA: Cross-Layer approximate computing framework based reconfigurable architecture for CNNs. Microelectron. J. 87: 33-44 (2019) - [c17]Yongliang Zhou, Menglin Han, Mingyue Liu, Hao Cai, Bo Liu, Jun Yang:
A Self-Timing Voltage-Mode Sense Amplifier for STT-MRAM Sensing Yield Improvement. NANOARCH 2019: 1-6 - 2018
- [j7]Bo Liu, Hai Qin, Yu Gong, Wei Ge, Mengwen Xia, Longxing Shi:
EERA-ASR: An Energy-Efficient Reconfigurable Architecture for Automatic Speech Recognition With Hybrid DNN and Approximate Computing. IEEE Access 6: 52227-52237 (2018) - [j6]Zhen Wang, Mengwen Xia, Bo Liu, Xing Ruan, Yu Gong, Jinjiang Yang, Wei Ge, Jun Yang:
EERA-DNN: An energy-efficient reconfigurable architecture for DNNs with hybrid bit-width and logarithmic multiplier. IEICE Electron. Express 15(8): 20180212 (2018) - [j5]Zhen Wang, Yuan Zhuang, Jun Yang, Hengfeng Zhang, Wei Dong, Min Wang, Luchi Hua, Bo Liu, Longxing Shi:
A Double Dwell High Sensitivity GPS Acquisition Scheme Using Binarized Convolution Neural Network. Sensors 18(5): 1482 (2018) - [c16]Wei Ge, Ji Quan Huang, Bo Liu, Min Zhu, Yuan Cao:
A Deep Learning Modeling Attack Method for MISR-APUF Protection Structures. APCCAS 2018: 398-402 - [c15]Shan-shan Zhu, Hai Qin, Bo Liu, Jun Yang:
Design and Optimization of Reconfigurable Data Path for Communication Baseband Signal Processing. CyberC 2018 - [c14]Bo Liu, Shisheng Guo, Hai Qin, Yu Gong, Jinjiang Yang, Wei Ge, Jun Yang:
An Energy-efficient Reconfigurable Hybrid DNN Architecture for Speech Recognition with Approximate Computing. DSP 2018: 1-5 - [c13]Shenghua Chen, Wei Ge, Jinjiang Yang, Bo Liu, Jun Yang:
A Power Analysis Attack Countermeasure Based on Random Execution. TrustCom/BigDataSE 2018: 1474-1479 - 2017
- [j4]Chao Wang, Peng Cao, Bo Liu, Jun Yang:
Coarse-grained reconfigurable architecture with hierarchical context cache structure and management approach. IEICE Electron. Express 14(6): 20170090 (2017) - [j3]Bo Liu, Wei Dong, Tingting Xu, Yu Gong, Wei Ge, Jinjiang Yang, Longxing Shi:
E-ERA: An energy-efficient reconfigurable architecture for RNNs using dynamically adaptive approximate computing. IEICE Electron. Express 14(15): 20170637 (2017) - [j2]Peng Cao, Bo Liu, Jinjiang Yang, Jun Yang, Meng Zhang, Longxing Shi:
Context Management Scheme Optimization of Coarse-Grained Reconfigurable Architecture for Multimedia Applications. IEEE Trans. Very Large Scale Integr. Syst. 25(8): 2321-2331 (2017) - [c12]Zhen Wang, Hai Qin, Yu Gong, Bo Liu:
Implementation and Verification of a High-Throughput Reconfigurable MIMO Detector. CyberC 2017: 429-432 - [c11]Yu Gong, Tingting Xu, Bo Liu, Wei Ge, Jinjiang Yang, Jun Yang, Longxing Shi:
Processing LSTM in memory using hybrid network expansion model. SiPS 2017: 1-6 - [c10]Bo Liu, Xing Ruan, Mengwen Xia, Yu Gong, Jinjiang Yang, Wei Ge, Jun Yang:
An energy-efficient accelerator for hybrid bit-width DNNs. SSCI 2017: 1-8 - 2016
- [c9]Jinjiang Yang, Dongming Zhang, Yu Gong, Bo Liu:
A Novel Design of Pipeline MDC-FFT Processor Based on Various Memory Access Mechanism. CyberC 2016: 62-65 - 2015
- [c8]Yu Gong, Bo Liu, Chen Mei, Rui-he Wang:
A novel configuration context cache structure of reconfigurable systems. ASICON 2015: 1-4 - [c7]Bo Liu, Dongming Zhang, Wei-qi Ge, Yu Gong:
A novel routing structure of coarse-grained reconfigurable architecture for radar application. ASICON 2015: 1-4 - [c6]Bo Liu, Yu Gong, Rui-he Wang, Yang Liu:
Performance-Conscious Reconfiguration Structure for Large-Scale Coarse-Grained Reconfigurable System. CyberC 2015: 354-359 - 2014
- [c5]Bo Liu, Wan-Yu Zhu, Yang Liu, Peng Cao:
A Configuration Compression Approach for Coarse-Grain Reconfigurable Architecture for Radar Signal Processing. CyberC 2014: 448-453 - [c4]Chen Mei, Peng Cao, Yang Zhang, Bo Liu, Leibo Liu:
Hierarchical Pipeline Optimization of Coarse Grained Reconfigurable Processor for Multimedia Applications. IPDPS Workshops 2014: 281-286 - 2012
- [j1]Bo Liu, Peng Cao, Min Zhu, Jun Yang, Leibo Liu, Shaojun Wei, Longxing Shi:
Reconfiguration Process Optimization of Dynamically Coarse Grain Reconfigurable Architecture for Multimedia Applications. IEICE Trans. Inf. Syst. 95-D(7): 1858-1871 (2012) - [c3]Peng Cao, Huiyan Jiang, Bo Liu, Weiwei Shan:
Memory Bandwidth Optimization Strategy of Coarse-Grained Reconfigurable Architecture. CyberC 2012: 228-231 - [c2]Peng Cao, Yong Cai, Bo Liu, Weiwei Shan:
Configuration Cache Management for Coarse-Grained Reconfigurable Architecture with Multi-Array. CyberC 2012: 286-291 - [c1]Bo Liu, Peng Cao, Jinjiang Yang:
Hybrid-Priority Configuration Cache Supervision Method for Coarse Grained Reconfigurable Architecture. CyberC 2012: 408-414
Coauthor Index
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