Implementation and Verification of a High-Throughput Reconfigurable MIMO Detector. - Zhen Wang 019; Hai Qin; Yu Gong; Bo Liu 019 (CyberC, 2017)

EERA-DNN: An energy-efficient reconfigurable architecture for DNNs with hybrid bit-width and logarithmic multiplier. - Zhen Wang 019; Mengwen Xia; Bo Liu 019; Xing Ruan; Yu Gong; Jinjiang Yang; Wei Ge; Jun Yang 006 (IEICE Electron. Express, 2018)

A Double Dwell High Sensitivity GPS Acquisition Scheme Using Binarized Convolution Neural Network. - Zhen Wang 019; Yuan Zhuang 001; Jun Yang 006; Hengfeng Zhang; Wei Dong; Min Wang; Luchi Hua; Bo Liu 019; Longxing Shi (Sensors, 2018)

Sandwich-RAM: An Energy-Efficient In-Memory BWN Architecture with Pulse-Width Modulation. - Jun Yang 006; Yuyao Kong; Zhen Wang 019; Yan Liu; Bo Wang 023; Shouyi Yin; Longxin Shi (ISSCC, 2019)

EERA-KWS: A 163 TOPS/W Always-on Keyword Spotting Accelerator in 28nm CMOS Using Binary Weight Network and Precision Self-Adaptive Approximate Computing. - Bo Liu 019; Zhen Wang 019; Hu Fan; Jing Yang; Bo Liu 026; Wentao Zhu; Lepeng Huang; Yu Gong; Wei Ge; Longxing Shi (IEEE Access, 2019)

An Ultra-Low Power Always-On Keyword Spotting Accelerator Using Quantized Convolutional Neural Network and Voltage-Domain Analog Switching Network-Based Approximate Computing. - Bo Liu 019; Zhen Wang 019; Wentao Zhu; Yuhao Sun; Zeyu Shen 003; Lepeng Huang; Yan Li 056; Yu Gong; Wei Ge (IEEE Access, 2019)

An energy-efficient voice activity detector using deep neural networks and approximate computing. - Bo Liu 019; Zhen Wang 019; Shisheng Guo; Huazhen Yu; Yu Gong; Jun Yang 006; Longxing Shi (Microelectron. J., 2019)

An Ultra-low Power Keyword-Spotting Accelerator Using Circuit-Architecture-System Co-design and Self-adaptive Approximate Computing Based BWN. - Bo Liu 019; Yuhao Sun; Hao Cai 001; Zeyu Shen 003; Yu Gong; Lepeng Huang; Zhen Wang 019 (ACM Great Lakes Symposium on VLSI, 2020)

A Background Noise Self-adaptive VAD Using SNR Prediction Based Precision Dynamic Reconfigurable Approximate Computing. - Bo Liu 019; Yan Li 056; Lepeng Huang; Hao Cai 001; Wentao Zhu; Shisheng Guo; Yu Gong; Zhen Wang 019 (ACM Great Lakes Symposium on VLSI, 2020)

Understanding and Tackling the Hidden Memory Latency for Edge-based Heterogeneous Platform. - Zhendong Wang; Zhen Wang 019; Cong Liu 005; Yang Hu 001 (HotEdge, 2020)

Binarized Weight Neural-Network Inspired Ultra-Low Power Speech Recognition Processor with Time-Domain Based Digital-Analog Mixed Approximate Computing. - Bo Liu 019; Hao Cai 001; Yu Gong; Wentao Zhu; Yan Li 056; Wei Ge; Zhen Wang 019 (ISCAS, 2020)

QCNN Inspired Reconfigurable Keyword Spotting Processor With Hybrid Data-Weight Reuse Methods. - Yu Gong; Yan Li 056; Xiaoling Ding; Haichuan Yang; Zilong Zhang; Xuan Zhang; Wei Ge; Zhen Wang 019; Bo Liu 019 (IEEE Access, 2020)

Enabling Latency-Aware Data Initialization for Integrated CPU/GPU Heterogeneous Platform. - Zhendong Wang; Zihang Jiang; Zhen Wang 019; Xulong Tang; Cong Liu 005; Shouyi Yin; Yang Hu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

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. - Bo Liu 019; Hao Cai 001; Zhen Wang 019; Yuhao Sun; Zeyu Shen 003; Wentao Zhu; Yan Li 056; Yu Gong; Wei Ge; Jun Yang 006; Longxing Shi (IEEE Trans. Circuits Syst., 2020)

Characterization and Implication of Edge WebAssembly Runtimes. - Zhen Wang 019; Jianda Wang; Zhendong Wang; Yang Hu 001 (HPCC/DSS/SmartCity/DependSys, 2021)

A survey of in-spin transfer torque MRAM computing. - Hao Cai 001; Bo Liu 019; Juntong Chen; Lirida A. B. Naviner; Yongliang Zhou; Zhen Wang 019; Jun Yang 006 (Sci. China Inf. Sci., 2021)

Approximate Computing for Energy-Constrained DNN-Based Speech Recognition. - Bo Liu 019; Hao Cai 001; Zhen Wang 019; Jun Yang 006 (Approximate Computing, 2022)

A Target-Separable BWN Inspired Speech Recognition Processor with Low-power Precision-adaptive Approximate Computing. - Bo Liu 019; Hao Cai 001; Xuan Zhang; Haige Wu; Anfeng Xue; Zilong Zhang; Zhen Wang 019; Jun Yang 006 (DATE, 2022)

Self-compensation tensor multiplication unit for adaptive approximate computing in low-power CNN processing. - Bo Liu 019; Zilong Zhang; Hao Cai 001; Reyuan Zhang; Zhen Wang 019; Jun Yang 006 (Sci. China Inf. Sci., 2022)

An Efficient BCNN Deployment Method Using Quality-Aware Approximate Computing. - Bo Liu 019; Ziyu Wang; Xuetao Wang; Renyuan Zhang; Anfeng Xue; Qiao Shen 001; Na Xie; Yu Gong; Zhen Wang 019; Jun Yang 006; Hao Cai 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Quality Driven Systematic Approximation for Binary-Weight Neural Network Deployment. - Yu Gong; Hao Cai 001; Haige Wu; Wei Ge; Hao Yan 002; Zhen Wang 019; Longxing Shi; Bo Liu 019 (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

More is Less: Domain-Specific Speech Recognition Microprocessor Using One-Dimensional Convolutional Recurrent Neural Network. - Bo Liu 019; Hao Cai 001; Zilong Zhang; Xiaoling Ding; Ziyu Wang; Yu Gong; Weiqiang Liu 001; Jinjiang Yang; Zhen Wang 019; Jun Yang 006 (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

EIF: A Mediated Pass-Through Framework for Inference as a Service. - Yiming Gao; Zhen Wang 019; Weili Wu 001; Herman Lam (ISPA/BDCloud/SocialCom/SustainCom, 2023)

A 28nm 2Mb STT-MRAM Computing-in-Memory Macro with a Refined Bit-Cell and 22.4 - 41.5TOPS/W for AI Inference. - Hao Cai 001; Zhongjian Bian; Yaoru Hou; Yongliang Zhou; Jia-Le Cui; Yanan Guo 004; Xiaoyun Tian; Bo Liu 019; Xin Si; Zhen Wang 019; Jun Yang 006; Weiwei Shan (ISSCC, 2023)

A Reconfigurable Approximate Computing Architecture With Dual-VDD for Low-Power Binarized Weight Network Deployment. - Bo Liu 019; Anfeng Xue; Ziyu Wang; Na Xie; Xuetao Wang; Zhen Wang 019; Hao Cai 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Towards an Efficient SIMD Virtual Radio Access Network (vRAN) and Edge Cloud System. - Jianda Wang; Zhen Wang 019; Yang Hu 001 (IEEE Trans. Cloud Comput., 2023)

Multiplication Circuit Architecture for Error- Tolerant CNN-Based Keywords Speech Recognition. - Bo Liu 019; Hao Cai 001; Zilong Zhang; Xiaoling Ding; Renyuan Zhang; Yu Gong; Zhen Wang 019; Wei Ge; Jun Yang 006 (IEEE Des. Test, 2023)

Optimizing the Micro-Architectural Performance of the Current and Emerging Edge Infrastructure. - Jianda Wang; Zhen Wang 019; Weili Wu 001; Yang Hu 001 (IEEE Trans. Cloud Comput., 2024)

On-Chip-Registration Supported ASR Processor Using Two-Step Transfer-Learning TWN. - Bo Liu 019; Xuanhao Zhang; Hui Kou; Chenjie Xia; Zhen Wang 019; Hao Cai 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

KV-Cache Oriented Query-Aware Sparse Attention Accelerator With Cross-Stage Precision-Configurable Digital CIM. - Yang Zhang 132; Xilong Kang; Weixuan Wang; Yizhi Ding; Lizheng Ren; Yiran Zhang; Ruiqi Tan; Zhen Wang 019; Hao Cai 001; Bo Liu 019 (IEEE Trans. Circuits Syst. II Express Briefs, 2025)