The currently accepted method recommended by most software for removing EEG artifacts is the visual inspection of the raw EEG data by expert EEG researchers. This procedure is both a time-consuming and imprecise process. There is no consensus on what an EEG artifact is, so one researcher’s da...
Automated preprocessing methods are critically needed to process the large publicly-available EEG databases, but the optimal approach remains unknown because we lack data quality metrics to compare them. Here, we designed a simple yet robust EEG data quality metric assessing the percentage of ...
EEG is better left alone Article Open access 09 February 2023 Background Since the first report of the human EEG in 1929 (Berger 1929; Gloor 1969), the reference issue has long been debated and Berger had called attention to the reference issue at the very beginning. The discussion arises ...
EEG is better left alone Article Open access 09 February 2023 Improved data quality and statistical power of trial-level event-related potentials with Bayesian random-shift Gaussian processes Article Open access 17 April 2024 Source imaging of high-density visual evoked potentials with multi-scale...
EEG is better left alone 2023, Scientific Reports A walk in the park? Characterizing gait-related artifacts in mobile EEG recordings 2021, European Journal of Neuroscience Issues and recommendations from the OHBM COBIDAS MEEG committee for reproducible EEG and MEG research 2020, Nature Neuroscience ...
It revealed that the amplitude of P300 had better discrimination than latency of P300 for assessment of mental fatigue. It is impossible to continuously measure ERP, therefore, the assessment of mental fatigue should be conducted with more confidence from the viewpoints of both arousal level (EEG...
Cortical ERP-based classification was equivalent to ProxConn for cLORETA (0.74 ±0.16) but significantly better for LCMV (0.82 ±0.12) .We demonstrated the feasibility for real-time cortical connectivity analysis and cognitive state classification from high-density wearable dry EEG.This paper is the...
The use of visual and proprioceptive feedback is a key property of motor rehabilitation techniques. This feedback can be used alone, for example, for vision in mirror or video therapy, for proprioception in focal tendon vibration therapy, or in combinati
EEG is better left alone Article Open access 09 February 2023 Source imaging of high-density visual evoked potentials with multi-scale brain parcellations and connectomes Article Open access 19 January 2022 Image classification and reconstruction from low-density EEG Article Open access 16 July ...
Aphasia is a common consequence of a stroke which affects language processing. In search of an objective biomarker for aphasia, we used EEG to investigate how functional network patterns in the cortex are affected in persons with post-stroke chronic apha