Guanchao Qiao

According to our database, Guanchao Qiao authored at least 17 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Qi Yu, Shaogang Hu

IEEE Trans. Circuits Syst. I Regul. Pap., June, 2025

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

2024

Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion.

Guanchao Qiao, Ning Ning, Yue Zuo, Pujun Zhou, Mingliang Sun, Shaogang Hu, Qi Yu, Yang Liu

IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Floating-Point Approximation Enabling Cost-Effective and High-Precision Digital Implementation of FitzHugh-Nagumo Neural Networks.

Yue Zuo, Ning Ning, Guanchao Qiao, J. H. Wu, Junhan Bao, Xiaoyang Zhang, Jian Bai, F. H. Wu, Yang Liu, Qi Yu, Shaogang Hu

IEEE Trans. Biomed. Circuits Syst., April, 2024

Fullerene-Inspired Efficient Neuromorphic Network-on-Chip Scheme.

Pujun Zhou, Qi Yu, M. Chen, Guanchao Qiao, Yue Zuo, Zhong Zhang, Yang Liu, Shaogang Hu

IEEE Trans. Circuits Syst. II Express Briefs, March, 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, M. Chen, Y. C. Wang, Liwei Meng, Yue Zuo, Ning Ning, Y. Liu, Shaogang Hu, Guanchao Qiao

CoRR, 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, M. Chen, Y. C. Wang, Liwei Meng, Yue Zuo, Ning Ning, Y. Liu, Shaogang Hu, Guanchao Qiao

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network.

Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng, Ning Ning, Yang Liu, Shaogang Hu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Design of a Highly Flexible Hybrid Neural Network Inference Platform with 10 Million Neurons.

Yue Zuo, Ning Ning, K. Cao, R. Zhang, S. X. Wang, Liwei Meng, Guanchao Qiao, Y. Liu, Shaogang Hu

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024

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, Liwei Meng, Qi Yu, Yang Liu, Shaogang Hu

IEEE Trans. Biomed. Circuits Syst., December, 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, Shaogang Hu

Appl. Intell., December, 2023

Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron.

Guanchao Qiao, Nanning Zheng, Yue Zuo, Pujun Zhou, M. L. Sun, Shaogang Hu, Qi Yu, Y. Liu

Neurocomputing, August, 2023

ResNet-TCN: A Joint Model for ECG Heartbeat Classification with High Accuracy.

Shaogang Hu, Renwei Li, Qiang Hu, Guanchao Qiao

Proceedings of the International Conference on Information Networking, 2023

2022

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, Ning Ning, Qi Yu, Yang Liu

IEEE Trans. Biomed. Circuits Syst., December, 2022

2021

Quantized STDP-based online-learning spiking neural network.

Shaogang Hu, Guanchao Qiao, Tupei Chen, Qi Yu, Y. Liu, L. M. Rong

Neural Comput. Appl., 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, Yue Zuo, Shaogang Hu, Qi Yu, Y. Liu

Neurocomputing, 2021

2020

STBNN: Hardware-friendly spatio-temporal binary neural network with high pattern recognition accuracy.

Guanchao Qiao, Shaogang Hu, Tupei Chen, L. M. Rong, Ning Ning, Qi Yu, Y. Liu

Neurocomputing, 2020