Vco-Based continuous-Time Sigma Delta ADC Based on a Dual-VCO-quantizer-Loop Structure. - Zhentao Xu; X. L. Zhang; J. Z. Chen; Shaogang Hu; Qi Yu 002; Yang Liu 062; Wei Meng Lim (J. Circuits Syst. Comput., 2013)

Realization of a Power-Efficient Transmitter Based on Integrated Artificial Neural Network. - Deyu Kong; Shaogang Hu; Yuancong Wu; Junjie Wang 008; Canlong Xiong; Qi Yu 002; Zhengyu Shi; Zhen Liu 013; Tupei Chen; You Yin; Sumio Hosaka; Yang Liu 062 (IEEE Access, 2018)

Predicting House Price With a Memristor-Based Artificial Neural Network. - Junjie Wang 008; Shaogang Hu; X. T. Zhan; Q. Luo; Qi Yu 002; Zhen Liu 013; Tupei Chen; Y. Yin; Sumio Hosaka; Yang Liu 062 (IEEE Access, 2018)

Design of a Neural Network-Based VCO With High Linearity and Wide Tuning Range. - Rui Guo; Kun Qian; Jinping Wei; Tupei Chen; Yanchen Liu; Deyu Kong; Junjie Wang 008; Yuancong Wu; Shaogang Hu; Qi Yu 002; Yang Liu 062 (IEEE Access, 2019)

Study of Recall Time of Associative Memory in a Memristive Hopfield Neural Network. - Deyu Kong; Shaogang Hu; Junjie Wang 008; Zhen Liu 013; Tupei Chen; Qi Yu 002; Yang Liu 062 (IEEE Access, 2019)

Implementation of a Low Noise Amplifier With Self-Recovery Capability. - Yanchen Liu; Caizhi Zhang; Tupei Chen; Deyu Kong; Rui Guo; Junjie Wang 008; Yuancong Wu; Shaogang Hu; L. M. Rong; Qi Yu 002; Yang Liu 062 (IEEE Access, 2019)

A Neuromorphic-Hardware Oriented Bio-Plausible Online-Learning Spiking Neural Network Model. - Chunming Qiao; Shaogang Hu; Junjie Wang 008; C. M. Zhang; Tupei Chen; Ning Ning 002; Qi Yu 002; Yang Liu 062 (IEEE Access, 2019)

STBNN: Hardware-friendly spatio-temporal binary neural network with high pattern recognition accuracy. - Guanchao Qiao; Shaogang Hu; Tupei Chen; L. M. Rong; Ning Ning 002; Qi Yu 002; Y. Liu (Neurocomputing, 2020)

An energy-efficient deep convolutional neural networks coprocessor for multi-object detection. - Yuancong Wu; Junjie Wang 008; Kun Qian; Yanchen Liu; Rui Guo; Shaogang Hu; Qi Yu 002; Tupei Chen; Yang Liu 062; Limei Rong (Microelectron. J., 2020)

Application of Deep Compression Technique in Spiking Neural Network Chip. - Yanchen Liu; Kun Qian; Shaogang Hu; Kun An; Sheng Xu; Xitong Zhan; Junjie Wang 008; Rui Guo; Yuancong Wu; Tupei Chen; Qi Yu 002; Yang Liu 062 (IEEE Trans. Biomed. Circuits Syst., 2020)

Design of a constant loop bandwidth phase-locked loop based on artificial neural network. - Rui Guo; Yuancong Wu; Shaogang Hu; Qi Yu 002; Tupei Chen; Yang Liu 062 (IEICE Electron. Express, 2021)

Direct training of hardware-friendly weight binarized spiking neural network with surrogate gradient learning towards spatio-temporal event-based dynamic data recognition. - Guanchao Qiao; Ning Ning 002; Yue Zuo; Shaogang Hu; Qi Yu 002; Y. Liu (Neurocomputing, 2021)

Quantized STDP-based online-learning spiking neural network. - Shaogang Hu; Guanchao Qiao; Tupei Chen; Qi Yu 002; Y. Liu; L. M. Rong (Neural Comput. Appl., 2021)

A Co-Designed Neuromorphic Chip With Compact (17.9K F2) and Weak Neuron Number-Dependent Neuron/Synapse Modules. - Shaogang Hu; Guanchao Qiao; X. K. Liu; Y. H. Liu; C. M. Zhang; Yue Zuo; Pujun Zhou; Yian Liu 001; Ning Ning 002; Qi Yu 002; Yang Liu 062 (IEEE Trans. Biomed. Circuits Syst., 2022)

ResNet-TCN: A Joint Model for ECG Heartbeat Classification with High Accuracy. - Shaogang Hu; Renwei Li; Qiang Hu; Guanchao Qiao (ICOIN, 2023)

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. - Shuang Liu 007; Junjie Wang 008; Jingtao Zhou; Shaogang Hu; Qi Yu 002; Tupei Chen; Yang Liu 062 (IEEE Trans. Biomed. Circuits Syst., 2023)

Ultra-High-Speed Accelerator Architecture for Convolutional Neural Network Based on Processing-in-Memory Using Resistive Random Access Memory. - Hongzhe Wang; Junjie Wang 008; Hao Hu; Guo Li; Shaogang Hu; Qi Yu 002; Zhen Liu 013; Tupei Chen; Shijie Zhou; Yang Liu 062 (Sensors, 2023)

Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron. - Guanchao Qiao; Nanning Zheng 001; Yue Zuo; Pujun Zhou; M. L. Sun; Shaogang Hu; Qi Yu 002; Y. Liu (Neurocomputing, 2023)

An efficient pruning and fine-tuning method for deep spiking neural network. - Liwei Meng; Guanchao Qiao; Xiaoyang Zhang; Jian Bai; Yue Zuo; Pujun Zhou; Yang Liu 062; Shaogang Hu (Appl. Intell., 2023)

Achieving High Core Neuron Density in a Neuromorphic Chip Through Trade-off Among Area, Power Consumption, and Data Access Bandwidth. - Pujun Zhou; Yue Zuo; Guanchao Qiao; C. M. Zhang; Zhong Zhang 002; Liwei Meng; Qi Yu 002; Yang Liu 062; Shaogang Hu (IEEE Trans. Biomed. Circuits Syst., 2023)

Design of a Highly Flexible Hybrid Neural Network Inference Platform with 10 Million Neurons. - Yue Zuo; Ning Ning 002; K. Cao; R. Zhang; S. X. Wang; Liwei Meng; Guanchao Qiao; Y. Liu; Shaogang Hu (BioCAS, 2024)

A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network. - Ruichen Ma; Guanchao Qiao; Yian Liu 001; Liwei Meng; Ning Ning 002; Yang Liu 062; Shaogang Hu (CVPR, 2024)

A 0.96pJ/SOP, 30.23K-neuron/mm2 Heterogeneous Neuromorphic Chip With Fullerene-like Interconnection Topology for Edge-AI Computing. - Pujun Zhou; Qi Yu 002; M. Chen; Y. C. Wang; Liwei Meng; Yue Zuo; Ning Ning 002; Y. Liu; Shaogang Hu; Guanchao Qiao (ISCAS, 2024)

A 0.96pJ/SOP, 30.23K-neuron/mm^2 Heterogeneous Neuromorphic Chip With Fullerene-like Interconnection Topology for Edge-AI Computing. - Pujun Zhou; Qi Yu 002; M. Chen; Y. C. Wang; Liwei Meng; Yue Zuo; Ning Ning 002; Y. Liu; Shaogang Hu; Guanchao Qiao (CoRR, 2024)

Design and Implementation of a Hybrid, ADC/DAC-Free, Input-Sparsity-Aware, Precision Reconfigurable RRAM Processing-in-Memory Chip. - Junjie Wang 008; Teng Zhang; Shuang Liu 007; Yihe Liu; Yuancong Wu; Shaogang Hu; Tupei Chen; Yang Liu 062; Yuchao Yang 001; Ru Huang 001 (IEEE J. Solid State Circuits, 2024)

Fullerene-Inspired Efficient Neuromorphic Network-on-Chip Scheme. - Pujun Zhou; Qi Yu 002; M. Chen; Guanchao Qiao; Yue Zuo; Zhong Zhang 002; Yang Liu 062; Shaogang Hu (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Floating-Point Approximation Enabling Cost-Effective and High-Precision Digital Implementation of FitzHugh-Nagumo Neural Networks. - Yue Zuo; Ning Ning 002; Guanchao Qiao; J. H. Wu; Junhan Bao; Xiaoyang Zhang; Jian Bai; F. H. Wu; Yang Liu 062; Qi Yu 002; Shaogang Hu (IEEE Trans. Biomed. Circuits Syst., 2024)

Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion. - Guanchao Qiao; Ning Ning 002; Yue Zuo; Pujun Zhou; Mingliang Sun; Shaogang Hu; Qi Yu 002; Yang Liu 062 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

YOLO-fall: a YOLO-based fall detection model with high precision, shrunk size, and low latency. - Xiaoyang Zhang; Jian Bai; Guanchao Qiao; Xiao Xiao; Liwei Meng; Shaogang Hu (Comput. J., 2025)

An Image Encryption Algorithm Based on HNN with Memristor. - Yian Liu 001; Hao Hu; Ya Gao; Shaogang Hu; Qi Yu 002; Tupei Chen; Yang Liu 062 (Int. J. Bifurc. Chaos, 2025)

A Neuromorphic Transformer Architecture Enabling Hardware-Friendly Edge Computing. - Pujun Zhou; R. C. Ma; Y. C. Chen; Z. T. Liu; C. Y. Liu; Liwei Meng; Guanchao Qiao; Yang Liu 062; Qi Yu 002; Shaogang Hu (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)