Study of cognitive component of auditory attention to natural speech events

no code implementations • 16 Dec 2023 • Nhan D. T. Nguyen, Kaare Mikkelsen, Preben Kidmose

This study proposes a novel approach to auditory attention decoding by looking at higher-level cognitive responses to natural speech.

EEG ERP

Light-weight sleep monitoring: electrode distance matters more than placement for automatic scoring

no code implementations • 9 Apr 2021 • Kaare B. Mikkelsen, Huy Phan, Mike L. Rank, Martin C. Hemmsen, Maarten De Vos, Preben Kidmose

Modern sleep monitoring development is shifting towards the use of unobtrusive sensors combined with algorithms for automatic sleep scoring.

Position

Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization

no code implementations • 23 Apr 2020 • Huy Phan, Kaare Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos

We employ the pretrained SeqSleepNet (i. e. the subject independent model) as a starting point and finetune it with the single-night personalization data to derive the personalized model.

Sleep Staging Specificity +1