Research Explorer

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Researcher

Pengfei Sun

Publications & Research Data

Awards & Distinctions

13 Results

2025

Delayed knowledge transfer : cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals

Pengfei SunJorg De WinneMalu ZhangPaul DevosDick Botteldooren

A1 Journal Article in NEURAL NETWORKS

Delayed memory unit: modeling temporal dependency through delay gate

Pengfei SunJibin WuMalu ZhangPaul DevosDick Botteldooren

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Electroencephalography decoding with conditional identification generator

Pengfei SunJorg De WinneMalu ZhangPaul DevosDick Botteldooren

U Journal Article in International Journal of Neural Systems

Incorporating temporal delays in neural networks for enhanced dynamic and learning performance in time-sensitive tasks

Pengfei SunDick BotteldoorenPaul Devos

Parallel delayed memory units for enhanced temporal modeling in biomedical and bioacoustic signal analysis

Pengfei SunWenyu JiangPaul DevosDick Botteldooren

A1 Journal Article in IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

Towards parameter-free attentional spiking neural networks

Pengfei SunJibin WuPaul DevosDick Botteldooren

A1 Journal Article in NEURAL NETWORKS

2024

Cell-stitching for analog neuromorphic computing

Pengfei SunWenyu JiangPiew Yoong CheeDick Botteldooren

Delay learning based on temporal coding in spiking neural networks

Pengfei SunJibin WuMalu ZhangPaul DevosDick Botteldooren

A1 Journal Article in NEURAL NETWORKS

EEG decoding with conditional identification information

Pengfei SunJorg De WinnePaul DevosDick Botteldooren

2023

Adaptive axonal delays in feedforward spiking neural networks for accurate spoken word recognition

Pengfei SunEhsan EqlimiYansong ChuaPaul DevosDick Botteldooren

Learnable axonal delay in spiking neural networks improves spoken word recognition

Pengfei SunYansong ChuaPaul DevosDick Botteldooren

A1 Journal Article in FRONTIERS IN NEUROSCIENCE

2022

Axonal delay as a short-term memory for feed forward deep spiking neural networks

Pengfei SunLongwei ZhuDick Botteldooren

Spikemax : spike-based loss methods for classification

Sumit Bam ShresthaLongwei ZhuPengfei Sun