activity
20182022
most citedMetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning

105 citations · 310 across the 5 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

eess.SP2018★ 79 cited

Consumer Grade Brain Sensing for Emotion Recognition

Payongkit Lakhan, Nannapas Banluesombatkul, Vongsagon Changniam +5

For several decades, electroencephalography (EEG) has featured as one of the most commonly used tools in emotional state recognition via monitoring of distinctive brain activities.…

eess.SP2018★ 41 cited

Deep Neural Networks with Weighted Averaged Overnight Airflow Features for Sleep Apnea-Hypopnea Severity Classification

Payongkit Lakhan, Apiwat Ditthapron, Nannapas Banluesombatkul +1

Dramatic raising of Deep Learning (DL) approach and its capability in biomedical applications lead us to explore the advantages of using DL for sleep Apnea-Hypopnea severity classi…