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A Toolbox and Crowdsourcing Platform for Automatic Labeling of Independent Components in Electroencephalography
Frontiers
Independent Component Analysis (ICA) is a conventional approach to exclude non-brain signals such as eye movements and muscle artifacts from...
1 month ago
Electroencephalogram signals emotion recognition based on convolutional neural network-recurrent neural network framework with channel-temporal attention mechanism for older adults
Frontiers
Reminiscence and conversation between older adults and younger volunteers using past photographs are very effective in improving the emotional state of...
1 month ago
Methodological aspects of EEG and body dynamics measurements during motion
Frontiers
EEG involves the recording, analysis, and interpretation of voltages recorded on the human scalp which originate from brain gray matter. EEG is one of the...
1 month ago
Current Status, Challenges, and Possible Solutions of EEG-Based Brain-Computer Interface: A Comprehensive Review
Frontiers
Brain-Computer Interface (BCI), in essence, aims at controlling different assistive devices through the utilization of brain waves.
1 month ago
Motion Artifact Removal Techniques for Wearable EEG and PPG Sensor Systems
Frontiers
Removal of motion artifacts is a critical challenge, especially in wearable electroencephalography (EEG) and photoplethysmography (PPG) devices that are...
1 month ago
Removal of movement artifacts and assessment of mental stress analyzing electroencephalogram of non-driving passengers under whole-body vibration
Frontiers
The discomfort caused by whole-body vibration (WBV) has long been assessed using subjective surveys or objective measurements of body acceleration.
3 months ago
EEG complexity measures for detecting mind wandering during video-based learning
Nature
This study explores the efficacy of various EEG complexity measures in detecting mind wandering during video-based learning.
4 months ago
Refinement of High-Gamma EEG Features From TBI Patients With Hemicraniectomy Using an ICA Informed by Simulated Myoelectric Artifacts
Frontiers
Recent studies have shown the ability to record high-γ signals (80–160 Hz) in electroencephalogram (EEG) from traumatic brain injury (TBI) patients who have...
5 months ago
Brains in Sync: Practical Guideline for Parent–Infant EEG During Natural Interaction
Frontiers
Parent–infant EEG is a novel hyperscanning paradigm to measure social interaction simultaneously in the brains of parents and infants. The number of studies...
6 months ago
Effects of Independent Component Analysis on Magnetoencephalography Source Localization in Pre-surgical Frontal Lobe Epilepsy Patients
Frontiers
Objective: Magnetoencephalography source imaging (MSI) of interictal epileptiform discharges (IED) is a useful presurgical tool in the evaluation of...
6 months ago