Shaogang Hu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Elastic Graph Matching

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

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) (2024)
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) (2024)
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) (2024)
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 (2024)
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) (2024)
Guanchao Qiao, Nanning Zheng, Y. Zuo, P. J. Zhou, M. L. Sun, Shaogang Hu, Qi Yu, Y. Liu
Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron. Neurocomputing 544 (2023)
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) (2023)
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) (2023)
Shaogang Hu, Renwei Li, Qiang Hu, Guanchao Qiao
ResNet-TCN: A Joint Model for ECG Heartbeat Classification with High Accuracy. ICOIN (2023)
L. W. 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) (2023)
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) (2023)
Shaogang Hu, G. C. Qiao, X. K. Liu, Y. H. Liu, C. M. Zhang, Yue Zuo, Pujun Zhou, Y. A. Liu, Ning Ning, Qi Yu, Yang Liu
) and Weak Neuron Number-Dependent Neuron/Synapse Modules. IEEE Trans. Biomed. Circuits Syst. 16 (6) (2022)
G. C. Qiao, Ning Ning, Y. 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 (2021)
Shaogang Hu, G. C. Qiao, T. P. Chen, Qi Yu, Y. Liu, L. M. Rong
Quantized STDP-based online-learning spiking neural network. Neural Comput. Appl. 33 (19) (2021)
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) (2021)
Yuancong Wu, J. J. Wang, Kun Qian, Yanchen Liu, Rui Guo, Shaogang Hu, Qi Yu, T. P. Chen, Yang Liu, Limei Rong
An energy-efficient deep convolutional neural networks coprocessor for multi-object detection. Microelectron. J. 98 (2020)
G. C. Qiao, Shaogang Hu, T. P. 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 (2020)
Yanchen Liu, Kun Qian, Shaogang Hu, Kun An, Sheng Xu, Xitong Zhan, J. J. 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) (2020)
Yanchen Liu, Caizhi Zhang, Tupei Chen, Deyu Kong, Rui Guo, J. J. 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 (2019)
Rui Guo, Kun Qian, Jinping Wei, Tupei Chen, Yanchen Liu, Deyu Kong, J. J. 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 (2019)
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 (2019)
Chunming Qiao, Shaogang Hu, J. J. 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 (2019)
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 (2018)
J. J. Wang, Shaogang Hu, X. T. Zhan, Q. Luo, Qi Yu, Zhen Liu, T. P. Chen, Y. Yin, Sumio Hosaka, Yang Liu
Predicting House Price With a Memristor-Based Artificial Neural Network. IEEE Access 6 (2018)
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)