Guanchao Qiao

Publications

127

Citations

H-Index

2019

Active since

Affiliations

National Engineering Research Center of Electromagnetic Radiation Control Materials(Current)

University of Electronic Science and Technology of China

Nanyang Technological University

Guanchao Qiao is an author at National Engineering Research Center of Electromagnetic Radiation Control Materials specializing in engineering, neuromorphic engineering, and social sciences.

ORCID

Top concepts

EngineeringNeuroscienceSocial SciencesSpiking Neural NetworksNeuromorphic EngineeringComputational NeuroscienceComputer ScienceMachine LearningComputer EngineeringData Science

Publications per year

2019–2023

Publications

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

Guanchao Qiao, S. G. Hu, T. P. Chen et al. · Neurocomputing · 2020 · 29 citations

Spatiotemporal Diagnostics, Machine Learning, Neural Networks (Machine Learning) +10

Quantized STDP-based online-learning spiking neural network

S. G. Hu, Guanchao Qiao, T. P. Chen et al. · Neural Computing and Applications · 2021 · 29 citations

Engineering, Computational Neuroscience, Neural Network +6

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, Y. Zuo et al. · Neurocomputing · 2021 · 24 citations

Surrogate Gradient, Machine Learning, Data Science +12

A Neuromorphic-Hardware Oriented Bio-Plausible Online-Learning Spiking Neural Network Model

Guanchao Qiao, Shaogang Hu, Junjie Wang et al. · IEEE Access · 2019 · 20 citations · Full text

Engineering, Neuromorphic Hardware, Computational Neuroscience +14

A Co-Designed Neuromorphic Chip With Compact (17.9K F<sup>2</sup>) and Weak Neuron Number-Dependent Neuron/Synapse Modules

Shaogang Hu, Guanchao Qiao, X. K. Liu et al. · IEEE Transactions on Biomedical Circuits and Systems · 2022 · 14 citations

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