Guanchao Qiao

According to our database, Guanchao Qiao authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

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&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

CoRR, 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, X. Y. Zhang, J. 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, P. J. 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