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2020 – today
- 2024
[j23]Junjie Wang
, Teng Zhang, Shuang Liu, Yihe Liu, Yuancong Wu, Shaogang Hu, Tupei Chen, Yang Liu, Yuchao Yang, Ru Huang:
Design and Implementation of a Hybrid, ADC/DAC-Free, Input-Sparsity-Aware, Precision Reconfigurable RRAM Processing-in-Memory Chip. IEEE J. Solid State Circuits 59(2): 595-604 (2024)- [j22]Yue Zuo, Ning Ning, Guanchao Qiao, J. H. Wu, Junhan Bao, X. Y. Zhang, J. Bai, F. H. Wu, Yang Liu, Qi Yu, Shaogang Hu:
Floating-Point Approximation Enabling Cost-Effective and High-Precision Digital Implementation of FitzHugh-Nagumo Neural Networks. IEEE Trans. Biomed. Circuits Syst. 18(2): 347-360 (2024) - [j21]Pujun Zhou, Qi Yu, M. Chen, Guanchao Qiao, Yue Zuo, Zhong Zhang, Yang Liu, Shaogang Hu:
Fullerene-Inspired Efficient Neuromorphic Network-on-Chip Scheme. IEEE Trans. Circuits Syst. II Express Briefs 71(3): 1376-1380 (2024) - [j20]Guanchao Qiao, Ning Ning, Yue Zuo, Pujun Zhou, Mingliang Sun, Shaogang Hu, Qi Yu, Yang Liu:
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion. IEEE Trans. Emerg. Top. Comput. Intell. 8(3): 2446-2456 (2024) - [c2]Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng, Ning Ning, Yang Liu, Shaogang Hu:
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network. CVPR 2024: 5704-5713 - [i1]Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng, Ning Ning, Yang Liu, Shaogang Hu:
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network. CoRR abs/2403.03739 (2024) - 2023
- [j19]Liwei Meng, Guanchao Qiao, X. Y. Zhang, J. Bai, Yue Zuo, Pujun Zhou, Yang Liu, Shaogang Hu:
An efficient pruning and fine-tuning method for deep spiking neural network. Appl. Intell. 53(23): 28910-28923 (2023) - [j18]Guanchao Qiao, Nanning Zheng, Yue Zuo, Pujun Zhou, M. L. Sun, Shaogang Hu, Qi Yu, Y. Liu:
Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron. Neurocomputing 544: 126234 (2023) - [j17]Hongzhe Wang, Junjie Wang, Hao Hu, Guo Li, Shaogang Hu, Qi Yu, Zhen Liu, Tupei Chen, Shijie Zhou, Yang Liu:
Ultra-High-Speed Accelerator Architecture for Convolutional Neural Network Based on Processing-in-Memory Using Resistive Random Access Memory. Sensors 23(5): 2401 (2023) - [j16]Shuang Liu, Junjie Wang, Jingtao Zhou, Shaogang Hu, Qi Yu, Tupei Chen, Yang Liu:
An Area- and Energy-Efficient Spiking Neural Network With Spike-Time-Dependent Plasticity Realized With SRAM Processing-in-Memory Macro and On-Chip Unsupervised Learning. IEEE Trans. Biomed. Circuits Syst. 17(1): 92-104 (2023) - [j15]Pujun Zhou, Yue Zuo, Guanchao Qiao, C. M. Zhang, Zhong Zhang, Liwei Meng, Qi Yu, Yang Liu, Shaogang Hu:
Achieving High Core Neuron Density in a Neuromorphic Chip Through Trade-off Among Area, Power Consumption, and Data Access Bandwidth. IEEE Trans. Biomed. Circuits Syst. 17(6): 1319-1330 (2023) - [c1]Shaogang Hu, Renwei Li, Qiang Hu, Guanchao Qiao:
ResNet-TCN: A Joint Model for ECG Heartbeat Classification with High Accuracy. ICOIN 2023: 467-471 - 2022
- [j14]Shaogang Hu, Guanchao Qiao, X. K. Liu, Y. H. Liu, C. M. Zhang, Yue Zuo, Pujun Zhou, Yian Liu, Ning Ning, Qi Yu, Yang Liu:
A Co-Designed Neuromorphic Chip With Compact (17.9K F2) and Weak Neuron Number-Dependent Neuron/Synapse Modules. IEEE Trans. Biomed. Circuits Syst. 16(6): 1250-1260 (2022) - 2021
- [j13]Rui Guo, Yuancong Wu, Shaogang Hu, Qi Yu, Tupei Chen, Yang Liu:
Design of a constant loop bandwidth phase-locked loop based on artificial neural network. IEICE Electron. Express 18(9): 20210120 (2021) - [j12]Guanchao Qiao, Ning Ning, Yue Zuo, Shaogang Hu, Qi Yu, Y. Liu:
Direct training of hardware-friendly weight binarized spiking neural network with surrogate gradient learning towards spatio-temporal event-based dynamic data recognition. Neurocomputing 457: 203-213 (2021) - [j11]Shaogang Hu, Guanchao Qiao, Tupei Chen, Qi Yu, Y. Liu, L. M. Rong:
Quantized STDP-based online-learning spiking neural network. Neural Comput. Appl. 33(19): 12317-12332 (2021) - 2020
- [j10]Guanchao Qiao, Shaogang Hu, Tupei Chen, L. M. Rong, Ning Ning, Qi Yu, Y. Liu:
STBNN: Hardware-friendly spatio-temporal binary neural network with high pattern recognition accuracy. Neurocomputing 409: 351-360 (2020) - [j9]Yuancong Wu, Junjie Wang, Kun Qian, Yanchen Liu, Rui Guo, Shaogang Hu, Qi Yu, Tupei Chen, Yang Liu, Limei Rong:
An energy-efficient deep convolutional neural networks coprocessor for multi-object detection. Microelectron. J. 98: 104737 (2020) - [j8]Yanchen Liu, Kun Qian, Shaogang Hu, Kun An, Sheng Xu, Xitong Zhan, Junjie Wang, Rui Guo, Yuancong Wu, Tupei Chen, Qi Yu, Yang Liu:
Application of Deep Compression Technique in Spiking Neural Network Chip. IEEE Trans. Biomed. Circuits Syst. 14(2): 274-282 (2020)
2010 – 2019
- 2019
- [j7]Yanchen Liu, Caizhi Zhang, Tupei Chen, Deyu Kong, Rui Guo, Junjie Wang, Yuancong Wu, Shaogang Hu, L. M. Rong, Qi Yu, Yang Liu:
Implementation of a Low Noise Amplifier With Self-Recovery Capability. IEEE Access 7: 43076-43083 (2019) - [j6]Deyu Kong, Shaogang Hu, Junjie Wang, Zhen Liu, Tupei Chen, Qi Yu, Yang Liu:
Study of Recall Time of Associative Memory in a Memristive Hopfield Neural Network. IEEE Access 7: 58876-58882 (2019) - [j5]Rui Guo, Kun Qian, Jinping Wei, Tupei Chen, Yanchen Liu, Deyu Kong, Junjie Wang, Yuancong Wu, Shaogang Hu, Qi Yu, Yang Liu:
Design of a Neural Network-Based VCO With High Linearity and Wide Tuning Range. IEEE Access 7: 60120-60125 (2019) - [j4]Chunming Qiao, Shaogang Hu, Junjie Wang, C. M. Zhang, Tupei Chen, Ning Ning, Qi Yu, Yang Liu:
A Neuromorphic-Hardware Oriented Bio-Plausible Online-Learning Spiking Neural Network Model. IEEE Access 7: 71730-71740 (2019) - 2018
- [j3]Junjie Wang, Shaogang Hu, X. T. Zhan, Q. Luo, Qi Yu, Zhen Liu, Tupei Chen, Y. Yin, Sumio Hosaka, Yang Liu:
Predicting House Price With a Memristor-Based Artificial Neural Network. IEEE Access 6: 16523-16528 (2018) - [j2]Deyu Kong, Shaogang Hu, Yuancong Wu, Junjie Wang, Canlong Xiong, Qi Yu, Zhengyu Shi, Zhen Liu, Tupei Chen, You Yin, Sumio Hosaka, Yang Liu:
Realization of a Power-Efficient Transmitter Based on Integrated Artificial Neural Network. IEEE Access 6: 68773-68781 (2018) - 2013
- [j1]Zhentao Xu, X. L. Zhang, J. Z. Chen, Shaogang Hu, Qi Yu, Yang Liu, Wei Meng Lim:
Vco-Based continuous-Time Sigma Delta ADC Based on a Dual-VCO-quantizer-Loop Structure. J. Circuits Syst. Comput. 22(9) (2013)
Coauthor Index
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