activity
20182021
most citedDecoding EEG Rhythms During Action Observation, Motor Imagery, and Execution for Standing and Sitting

122 citations · 365 across the 6 of their papers we have counts for

collaborators

6 papers

cs.LG2021★ 30 cited

A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition

Supavit Kongwudhikunakorn, Suktipol Kiatthaveephong, Kamonwan Thanontip +9

In the status quo, dementia is yet to be cured. Precise diagnosis prior to the onset of the symptoms can prevent the rapid progression of the emerging cognitive impairment. Recent…

q-bio.NC2020★ 105 cited

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

Nannapas Banluesombatkul, Pichayoot Ouppaphan, Pitshaporn Leelaarporn +8

Identifying bio-signals based-sleep stages requires time-consuming and tedious labor of skilled clinicians. Deep learning approaches have been introduced in order to challenge the…

cs.HC2020★ 122 cited

Decoding EEG Rhythms During Action Observation, Motor Imagery, and Execution for Standing and Sitting

Rattanaphon Chaisaen, Phairot Autthasan, Nopparada Mingchinda +6

Event-related desynchronization and synchronization (ERD/S) and movement-related cortical potential (MRCP) play an important role in brain-computer interfaces (BCI) for lower limb…

eess.SP2019★ 6 cited

Drowsiness Detection for Office-based Workload with Mouse and Keyboard Data

Sanurak Natnithikarat, Sirakorn Lamyai, Pitshaporn Leelaarporn +4

Non-invasive devices involved in the detection of drowsiness generally include infrared camera and Electroencephalography (EEG), of which sometimes are constrained in an actual rea…

eess.SP2019★ 23 cited

Improving Heart Rate Estimation on Consumer Grade Wrist-Worn Device Using Post-Calibration Approach

Tanut Choksatchawathi, Puntawat Ponglertnapakorn, Apiwat Ditthapron +4

The technological advancement in wireless health monitoring through the direct contact of the skin allows the development of light-weight wrist-worn wearable devices to be equipped…

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.…