Research Explorer

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Project

WithMe: making human-artificial intelligence interactions more entraining and engaging through biomonitoring of brain function

Outputs and Outcomes

Publications

Electroencephalography decoding with conditional identification generator

Pengfei SunJorg De WinneMalu ZhangPaul DevosDick Botteldooren

U Journal Article in International Journal of Neural Systems

Towards parameter-free attentional spiking neural networks

Pengfei SunJibin WuPaul DevosDick Botteldooren

A1 Journal Article in NEURAL NETWORKS

A dynamic systems approach to modeling human-machine rhythm interaction

Zhongju YuanWannes Van RansbeeckGeraint A. WigginsDick Botteldooren

A1 Journal Article in IEEE TRANSACTIONS ON CYBERNETICS

Who is WithMe? EEG features for attention in a visual task, with auditory and rhythmic support

Renata TurkesSteven MortierJorg De WinneDick BotteldoorenPaul DevosSteven LatreTim Verdonck

A1 Journal Article in FRONTIERS IN NEUROSCIENCE

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

A novel reservoir architecture for periodic time series prediction

Zhongju YuanGeraint WigginsDick 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

Classification of targets and distractors in an audiovisual attention task based on electroencephalography

Steven MortierRenata TurkesJorg De WinneWannes Van RansbeeckDick BotteldoorenPaul DevosSteven LatreMarc LemanTim Verdonck

A1 Journal Article in SENSORS

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

With no attention specifically directed to it, rhythmic sound does not automatically facilitate visual task performance

Jorg De WinnePaul DevosMarc LemanDick Botteldooren

A1 Journal Article in FRONTIERS IN PSYCHOLOGY