Optimizing EEG ICA Decomposition with Machine Learning: A CNN-Based Alternative to EEGLAB for Fast and Scalable Brain Activity Analysis Abstract Electroencephalography (EEG) provides excellent temporal resolution for brain activity analysis but limited spatial resolution at the sensors, making source unmixing essential. Our objective ... Clinical Research EEG Neuroscience eego mylab 28.11.2025
Unveiling the alterations of action processing and mu rhythm in Williams Syndrome Abstract Williams syndrome (WS) is a neurodevelopmental disorder marked by social difficulties, which may stem from atypical action processing. We investigated whether individuals with WS show impaire... Clinical Research Cognitive Research EEG eego mylab waveguard 21.11.2025
Goal-directed modulation of neural activity during working memory maintenance Abstract Visual working memory is crucial for goal-directed thoughts and behaviors. However, it is not clear how goals modulate working memory maintenance, as previous models often considered stimulus... Clinical Research Cognitive Research EEG eego mylab 04.11.2025
An Investigation of the Modulating Effects of Sensory Stimulation and Transcranial Magnetic Stimulation on Memory-Related Brain Activity Abstract Background/Objectives: As the global population ages, the prevalence of disorders associated with memory dysfunction (e.g., Alzheimer’s disease) continues to increase. There is a need for nov... Cognitive Research Neuromodulation TMS-EEG eego mylab 31.10.2025
ANT Neuro GmbH, Sebastian Carstens Enhancing astronaut training: effects of transcranial direct current stimulation on manual rendezvous and docking skill acquisition Abstract Background Manned spaceflight missions are characterized by significant operational risks, low fault tolerance, and high complexity, necessitating astronauts to achieve exceptional proficienc... Clinical Research EEG Neuromodulation eego mylab 27.10.2025
Impaired functional brain-heart interplay sustains depressive symptomatology Abstract Abstract—Depressive symptoms are a leading worldwide cause of mental disorders and disability, strongly affecting emotional processing and regulation. Leveraging recent evidence on the car- d... EEG Mental Health Neuroscience eego mylab 15.10.2025
Neural oscillation mechanisms of repetitive subconcussive impacts: a network study of microstate-specific cross-frequency coupling Abstract Background Repetitive subconcussive impacts are linked to headache pathophysiology, yet the role of electroencephalography (EEG) microstates and cross-frequency coupling in repetitive subconc... Cognitive Research EEG Neuroscience eego mylab 30.09.2025
Extrastriate activity reflects sensorimotor-induced bias in estimating number of visual humans Abstract Humans and animals are able to rapidly, and with reasonable accuracy, estimate the number of objects in a visual scene. Visual-evoked potential studies have described a sequence of functional... Clinical Research Cognitive Research EEG eego mylab 30.09.2025
An Exploratory EEG Comparison of Good and Bad Readers Abstract Purpose This study investigates the neurophysiological differences between proficient and struggling readers using electroencephalography (EEG). Method: Eighteen participants, categorized as ... Cognitive Research EEG Neuroscience eego mylab 15.09.2025
Decoding the details of visual working memory representations from ERP and alpha oscillation activities Abstract Highlights Different features have different working memory reselection advantages. • Memorizing different features of the same object elicits a P300-specific response. • The color and shape ... Cognitive Research EEG eego mylab 15.09.2025
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
ANT Neuro GmbH, Sebastian Carstens Impaired emotional memory dissipation in insomnia disorder Abstract Background. Insomnia disorder, characterized by chronic sleep disruption, often co-occurs with maladaptive emotional memory processing. However, much remains unknown regarding the evolution o... Cognitive Research EEG Sleep Research eego mylab 01.09.2025