Zhen Wang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Keyword Spotting

Background Noise

Speech Recognition

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Sci. China Inf. Sci.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

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) (2024)
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) (2023)
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) (2023)
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) (2022)
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) (2022)
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) (2022)
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)
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)
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)
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)
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)
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 (2020)
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)
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. (12) (2020)
Jun Yang, Yuyao Kong, Zhen Wang, Yan Liu, Bo Wang, Shouyi Yin, Longxin Shi
Sandwich-RAM: An Energy-Efficient In-Memory BWN Architecture with Pulse-Width Modulation. ISSCC (2019)
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 (2019)
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 (2019)
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 (2019)
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) (2018)
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) (2018)
Zhen Wang, Hai Qin, Yu Gong, Bo Liu
Implementation and Verification of a High-Throughput Reconfigurable MIMO Detector. CyberC (2017)