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Pengfei Sun
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Year
Hfnet: A cnn architecture co-designed for neuromorphic hardware with a crossbar array of synapses
R Gopalakrishnan, Y Chua, P Sun, AJ Sreejith Kumar, A Basu
Frontiers in neuroscience 14, 907, 2020
202020
Axonal delay as a short-term memory for feed forward deep spiking neural networks
P Sun, L Zhu, D Botteldooren
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
192022
Adaptive Axonal Delays in Feedforward Spiking Neural Networks for Accurate Spoken Word Recognition
P Sun, E Eqlimi, Y Chua, P Devos, D Botteldooren
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
14*2023
Spikemax: spike-based loss methods for classification
SB Shrestha, L Zhu, P Sun
2022 International Joint Conference on Neural Networks (IJCNN), 1-7, 2022
102022
Squeeze-and-excitation network-based radar object detection with weighted location fusion
P Sun, X Niu, P Sun, K Xu
Proceedings of the 2021 International Conference on Multimedia Retrieval …, 2021
102021
Real-time edge neuromorphic tasting from chemical microsensor arrays
N LeBow, B Rueckauer, P Sun, M Rovira, C Jiménez-Jorquera, SC Liu, ...
Frontiers in Neuroscience 15, 771480, 2021
72021
Learnable axonal delay in spiking neural networks improves spoken word recognition
P Sun, Y Chua, P Devos, D Botteldooren
Frontiers in Neuroscience 17, 1275944, 2023
52023
Delayed memory unit: modelling temporal dependency through delay gate
P Sun, J Wu, M Zhang, P Devos, D Botteldooren
arXiv preprint arXiv:2310.14982, 2023
32023
Delay learning based on temporal coding in Spiking Neural Networks
P Sun, J Wu, M Zhang, P Devos, D Botteldooren
Neural Networks, 106678, 2024
2024
EEG decoding with conditional identification information
P Sun, J De Winne, P Devos, D Botteldooren
arXiv preprint arXiv:2403.15489, 2024
2024
Adaptive Axonal Delays in Feedforward Spiking Neural Networks for Accurate Spoken Word Recognition
S Pengfei, E Ehsan, C Yansong, D Paul, B Dick
http://doi.org/10.1109/icassp49357.2023.10094768, 1-5, 2023
2023
Neural processing core, method of programming a synaptic memory array thereof and method of performing neural network inference thereon
W Jiang, PY Chee, P Sun
WO Patent WO2023059265A1, 2023
2023
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