Guanchao Qiao

23 papers A* 2C 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Energy-Efficient Neuromorphic Self-Attention Core Exploiting Dual Sparsity in Neurons and Spikes.
IEEE Trans. Very Large Scale Integr. Syst.
Pujun Zhou, Y. C. Chen, R. C. Ma, Guanchao Qiao, Ning Ning, Qi Yu, Shaogang Hu
2026 A* conf
I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks.
AAAI
Ruichen Ma, Liwei Meng, Guanchao Qiao, Ning Ning, Yang Liu, Shaogang Hu
2025 J jnl
A 0.96 pJ/SOP Heterogeneous Neuromorphic Chip Toward Energy-Efficient Edge Visual Applications.
IEEE Trans. Circuits Syst. Video Technol.
Pujun Zhou, Guanchao Qiao, Qi Yu, M. Chen, Y. C. Wang, Y. C. Chen, Junjie Wang, Ning Ning, Y. Liu, Shaogang Hu
2025 J jnl
A Neuromorphic Transformer Architecture Enabling Hardware-Friendly Edge Computing.
IEEE Trans. Circuits Syst. I Regul. Pap.
Pujun Zhou, R. C. Ma, Y. C. Chen, Z. T. Liu, C. Y. Liu, Liwei Meng, Guanchao Qiao, Yang Liu, Qi Yu, Shaogang Hu
2025 J jnl
I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks.
CoRR
Ruichen Ma, Liwei Meng, Guanchao Qiao, Ning Ning, Yang Liu, Shaogang Hu
2025 J jnl
Timestep-Parallel 4D Neuromorphic Computing Array Enabling High Computing Power Density and High Energy Efficiency.
IEEE Trans. Circuits Syst. II Express Briefs
Pujun Zhou, Changhui Xiao, Liwei Meng, Qi Yu, Ning Ning, Yang Liu, Shaogang Hu, Guanchao Qiao
2025 J jnl
YOLO-fall: a YOLO-based fall detection model with high precision, shrunk size, and low latency.
Comput. J.
Xiaoyang Zhang, Jian Bai, Guanchao Qiao, Xiao Xiao, Liwei Meng, Shaogang Hu
2024 C conf
A 0.96pJ/SOP, 30.23K-neuron/mm
ISCAS
Pujun Zhou, Qi Yu, M. Chen, Y. C. Wang, Liwei Meng, Yue Zuo, Ning Ning, Y. Liu, Shaogang Hu, Guanchao Qiao
2024 J jnl
A 0.96pJ/SOP, 30.23K-neuron/mm^2 Heterogeneous Neuromorphic Chip With Fullerene-like Interconnection Topology for Edge-AI Computing.
CoRR
Pujun Zhou, Qi Yu, M. Chen, Y. C. Wang, Liwei Meng, Yue Zuo, Ning Ning, Y. Liu, Shaogang Hu, Guanchao Qiao
2024 A* conf
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network.
CVPR
Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng, Ning Ning, Yang Liu, Shaogang Hu
2024 J jnl
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network.
CoRR
Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng, Ning Ning, Yang Liu, Shaogang Hu
2024 — conf
Design of a Highly Flexible Hybrid Neural Network Inference Platform with 10 Million Neurons.
BioCAS
Yue Zuo, Ning Ning, K. Cao, R. Zhang, S. X. Wang, Liwei Meng, Guanchao Qiao, Y. Liu, Shaogang Hu
2024 J jnl
Floating-Point Approximation Enabling Cost-Effective and High-Precision Digital Implementation of FitzHugh-Nagumo Neural Networks.
IEEE Trans. Biomed. Circuits Syst.
Yue Zuo, Ning Ning, Guanchao Qiao, J. H. Wu, Junhan Bao, Xiaoyang Zhang, Jian Bai, F. H. Wu, Yang Liu, Qi Yu, Shaogang Hu
2024 J jnl
Fullerene-Inspired Efficient Neuromorphic Network-on-Chip Scheme.
IEEE Trans. Circuits Syst. II Express Briefs
Pujun Zhou, Qi Yu, M. Chen, Guanchao Qiao, Yue Zuo, Zhong Zhang, Yang Liu, Shaogang Hu
2024 J jnl
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion.
IEEE Trans. Emerg. Top. Comput. Intell.
Guanchao Qiao, Ning Ning, Yue Zuo, Pujun Zhou, Mingliang Sun, Shaogang Hu, Qi Yu, Yang Liu
2023 J jnl
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.
Pujun Zhou, Yue Zuo, Guanchao Qiao, C. M. Zhang, Zhong Zhang, Liwei Meng, Qi Yu, Yang Liu, Shaogang Hu
2023 J jnl
An efficient pruning and fine-tuning method for deep spiking neural network.
Appl. Intell.
Liwei Meng, Guanchao Qiao, Xiaoyang Zhang, Jian Bai, Yue Zuo, Pujun Zhou, Yang Liu, Shaogang Hu
2023 J jnl
Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron.
Neurocomputing
Guanchao Qiao, Nanning Zheng, Yue Zuo, Pujun Zhou, M. L. Sun, Shaogang Hu, Qi Yu, Y. Liu
2023 — conf
ResNet-TCN: A Joint Model for ECG Heartbeat Classification with High Accuracy.
ICOIN
Shaogang Hu, Renwei Li, Qiang Hu, Guanchao Qiao
2022 J jnl
A Co-Designed Neuromorphic Chip With Compact (17.9K F
IEEE Trans. Biomed. Circuits Syst.
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
2021 J jnl
Direct training of hardware-friendly weight binarized spiking neural network with surrogate gradient learning towards spatio-temporal event-based dynamic data recognition.
Neurocomputing
Guanchao Qiao, Ning Ning, Yue Zuo, Shaogang Hu, Qi Yu, Y. Liu
2021 J jnl
Quantized STDP-based online-learning spiking neural network.
Neural Comput. Appl.
Shaogang Hu, Guanchao Qiao, Tupei Chen, Qi Yu, Y. Liu, L. M. Rong
2020 J jnl
STBNN: Hardware-friendly spatio-temporal binary neural network with high pattern recognition accuracy.
Neurocomputing
Guanchao Qiao, Shaogang Hu, Tupei Chen, L. M. Rong, Ning Ning, Qi Yu, Y. Liu