Reinstating motivational states: Electrical signatures of craving and neural mind reading Abstract The aim of this electroencephalogram (EEG) study was to identify electrical neuro-markers of 12 different motivational and physiological states such as visceral craves, affective and somatose... Brain-Computer Interface (BCI) EEG Neuroscience asa 02.01.2026
ERP Signatures of Stimulus Choice in Gaze-Independent BCI Communication Abstract Keywords: EEG; Brain-Computer Interface; Motor potential; Motor preparation; P300 speller; Locked-in syndrome; Pictionary; Transient Evoked Potential; ERPs This study investigated event-relat... Brain-Computer Interface (BCI) High-Density EEG asa 08.11.2025
Enhancing Neural Representations of Motor Imagery Through Action-Specific Brain Connectivity Patterns Abstract Motor imagery (MI) is a cognitive process that allows individuals to mentally simulate movements without physical executio n. However, the exploration of functional connectivity (FC) and late... Brain-Computer Interface (BCI) EEG Neurorehabilitation eego mylab 03.09.2025
Motor cortical beta power reflects adaptation to task constraints Abstract The amplitude of beta oscillations over motor cortical regions (β power; 13-30 Hz) is used as a marker of motor function for various applications, including bradykinesia assessment in Parkins... Brain-Computer Interface (BCI) EEG Neuroscience eego sports 11.07.2025
Towards subject-centered co-adaptive brain-computer interfaces based on backward optimal transport Abstract Objective Controlling a motor imagery brain–computer interface (MI-BCI) can be challenging, requiring several sessions of practice. Electroencephalography (EEG)-based BCIs are particularly af... Brain-Computer Interface (BCI) EEG eego rt 08.07.2025
Electrical spinal cord stimulation promotes focal sensorimotor activation that accelerates brain–computer interface skill learning Abstract Injuries affecting the central nervous system may disrupt neural pathways to muscles causing motor deficits. Yet the brain exhibits sensorimotor rhythms (SMRs) during movement intents, and br... Brain-Computer Interface (BCI) EEG 10.06.2025
Brain-computer interface training fosters perceptual skills to detect errors Abstract Accurate perception of visuo-motor errors is essential for perceptual and sensorimotor learning so that corrective actions are performed timely to maintain stability and goal-directed behavio... Brain-Computer Interface (BCI) Cognitive Research EEG Preprint eego rt 30.04.2025
The impact of personality traits on automation complacency in human-machine collaborative systems Abstract This study investigates the impact of five personality traits of operators on automation complacency within human-machine collaborative systems. The aim is to provide a basis for the design o... Brain-Computer Interface (BCI) EEG eego rt 15.04.2025
A spatial and temporal transformer-based EEG emotion recognition in VR environment Abstract With the rapid development of deep learning, Electroencephalograph(EEG) emotion recognition has played a significant role in aective brain-computer interfaces. Many advanced emotion recogniti... Brain-Computer Interface (BCI) Cognitive Research EEG 26.02.2025
Learning to operate an imagined speech Brain-Computer Interface involves the spatial and frequency tuning of neural activity Abstract Brain-Computer Interfaces (BCI) will revolutionize the way people with severe impairment of speech production can communicate. While current efforts focus on training classifiers on vast amou... Brain-Computer Interface (BCI) Cognitive Research EEG eego mylab 20.02.2025
Personalized μ-Transcranial Alternating Current Stimulation Improves Online Brain-Computer Interface Control Abstract Objective: A motor imagery (MI)-based brain-computer interface (BCI) enables users to engage with external environments by capturing and decoding electroencephalography (EEG) signals associat... Brain-Computer Interface (BCI) EEG Neuromodulation eego rt 11.02.2025
The Effect of User Learning for Online EEG Decoding of Upper-limb Movement Intention Abstract Electroencephalography (EEG) based braincomputer interfaces (BCIs) offer a promising way for individuals with motor impairments to control prosthetic or rehabilitation devices. Accurately dec... Brain-Computer Interface (BCI) EEG Neurorehabilitation eego sports waveguard 31.01.2025