ArticleNeuroImage2020
Distinct cortical networks for hand movement initiation and directional processing: An EEG study.
Article in NeuroImage, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- Microstate-Specific Cross-Frequency Coupling Networks: A Spatiotemporal Framework for MCI Identification.CNS neuroscience & therapeutics · 2026Article
- Inferring Arm Movement Direction from EEG Signals Using Explainable Deep Learning.Sensors (Basel, Switzerland) · 2026Article
- Dissociable habits of response preparation versus response initiation.Nature human behaviour · 2025Article
- Ecological Resonance Is Reflected in Human Brain Activity.Psychophysiology · 2025Article
- Effect of Dual-Task Training on the Number of EEG Bands in Stroke Patients.Physiotherapy research international : the journal for researchers and clinicians in physical therapy · 2025Article
- Decoding the brain-machine interaction for upper limb assistive technologies: advances and challenges.Frontiers in human neuroscience · 2025Review
- Decoding of movement-related cortical potentials at different speeds.Cognitive neurodynamics · 2024Article
- Chrono-EEG dynamics influencing hand gesture decoding: a 10-hour study.Scientific reports · 2024Article
- Attentional demands in the visual field modulate audiovisual interactions in the temporal domain.Human brain mapping · 2024Article
- Towards unlocking motor control in spinal cord injured by applying an online EEG-based framework to decode motor intention, trajectory and error processing.Scientific reports · 2024Article
- Intrinsic brain activity differences in perampanel-responsive and non-responsive drug-resistant epilepsy patients: an EEG microstate analysis.Therapeutic advances in neurological disorders · 2024Article
- Robust discrimination of multiple naturalistic same-hand movements from MEG signals with convolutional neural networks.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Motor Imagery Classification Based on EEG Sensing with Visual and Vibrotactile Guidance.Sensors (Basel, Switzerland) · 2023Article
- Detection of motor imagery based on short-term entropy of time-frequency representations.Biomedical engineering online · 2023Article
- Modulations of Cortical Power and Connectivity in Alpha and Beta Bands during the Preparation of Reaching Movements.Sensors (Basel, Switzerland) · 2023Article
- Feel Your Reach: An EEG-Based Framework to Continuously Detect Goal-Directed Movements and Error Processing to Gate Kinesthetic Feedback Informed Artificial Arm Control.Frontiers in human neuroscience · 2022Review
- Workshops of the Eighth International Brain-Computer Interface Meeting: BCIs: The Next Frontier.Brain computer interfaces (Abingdon, England) · 2022Article
- Investigating Data Cleaning Methods to Improve Performance of Brain-Computer Interfaces Based on Stereo-Electroencephalography.Frontiers in neuroscience · 2021Article
- Directional Decoding From EEG in a Center-Out Motor Imagery Task With Visual and Vibrotactile Guidance.Frontiers in human neuroscience · 2021Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Movement preparation and initiation have been shown to involve large scale brain networks. Recent findings suggest that movement preparation and initiation are represented in functionally distinct cortical networks. In electroencephalographic (EEG) recordings, movement initiation is reflected as a strong negative potential at medial central channels that is phase-locked to the movement onset - the movement-related cortical potential (MRCP). Movement preparation describes the process of transforming high level movement goals to low level commands. An integral part of this transformation process is directional processing (i.e., where to move). The processing of movement direction during visuomotor and oculomotor tasks is associated with medial parieto-occipital cortex (PO) activity, phase-locked to the presentation of potential movement goals. We surmised that the network generating the MRCP (movement initiation) would encode less information about movement direction than the parieto-occipital network processing movement direction. Here, we studied delta band EEG activity during center-out reaching movements (2D; 4 directions) in visuomotor and oculomotor tasks. In 15 healthy participants, we found a consistent representation of movement direction in PO 300-400 ms after the direction cue irrespective of the task. Despite generating the MRCP, sensorimotor areas (SM) encoded less information about the movement direction than PO. Moreover, the encoded directional information in SM was less consistent across participants and specific to the visuomotor task. In a classification approach, we could infer the four movement directions from the delta band EEG activity with moderate accuracies up to 55.9%. The accuracies for cue-aligned data were significantly higher than for movement onset-aligned data in either task, which also suggests a stronger representation of movement direction during movement preparation. Therefore, we present direct evidence that EEG delta band amplitude modulations carry information about both arm movement initiation and movement direction, and that they are represented in two distinct cortical networks.
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