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Vincent C. H. Leung
Vincent C. H. Leung
Research Associate in Deep Learning, Imperial College London
Adresă de e-mail confirmată pe imperial.ac.uk - Pagina de pornire
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Neural heterogeneity promotes robust learning
N Perez-Nieves, VCH Leung, PL Dragotti, DFM Goodman
Nature Communications, 5791, 2021
2452021
Reconstruction of FRI Signals Using Deep Neural Network Approaches
VCH Leung, JJ Huang, PL Dragotti
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and …, 2020
142020
Reconstruction of FRI signals using autoencoders with fixed decoders
VCH Leung, JJ Huang, YC Eldar, PL Dragotti
2021 29th European Signal Processing Conference (EUSIPCO), 1496-1500, 2021
62021
First-spike coding promotes accurate and efficient spiking neural networks for discrete events with rich temporal structures
S Liu, VCH Leung, PL Dragotti
Frontiers in Neuroscience 17, 1266003, 2023
52023
Learning-based reconstruction of FRI signals
VCH Leung, JJ Huang, YC Eldar, PL Dragotti
IEEE Transactions on Signal Processing 71, 2564-2578, 2023
42023
Fast and Direct Angle Inference Using Masked Projection Modelling in 2D Tomography with Unknown Views
J Chen, R Wang, VCH Leung, PL Dragotti
2024 European Signal Processing Conference (EUSIPCO), 2024
2024
Learning to process with spikes and to localise pulses
VCH Leung
Imperial College London, 2023
2023
Advantages of heterogeneity of parameters in spiking neural network training
N Perez-Nieves, VCH Leung, PL Dragotti, DFM Goodman
2019 Conference on Cognitive Computational Neuroscience, Berlin, Germany, 2019
2019
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