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)

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)

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)

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)

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)