Josef Faller
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View article: TMS-induced modulation of brain networks and its associations to rTMS treatment for depression: a concurrent fMRI-EEG-TMS study
TMS-induced modulation of brain networks and its associations to rTMS treatment for depression: a concurrent fMRI-EEG-TMS study Open
These findings contribute to our understanding of the therapeutic effects underlying TMS treatment in depression and support the potential of assessing state-dependent TMS effects. This study emphasizes the importance of personalized timin…
View article: Metrology for artificial intelligence in medicine
Metrology for artificial intelligence in medicine Open
View article: Pre-Treatment Heart Rate Dynamics and Their Association with rTMS Treatment Response in Major Depressive Disorder: Evidence from a Concurrent fMRI-EEG-TMS Study
Pre-Treatment Heart Rate Dynamics and Their Association with rTMS Treatment Response in Major Depressive Disorder: Evidence from a Concurrent fMRI-EEG-TMS Study Open
View article: TMS-induced modulation of brain networks and its associations to rTMS treatment for depression: a concurrent fMRI-EEG-TMS study
TMS-induced modulation of brain networks and its associations to rTMS treatment for depression: a concurrent fMRI-EEG-TMS study Open
Transcranial magnetic stimulation (TMS) over the left dorsolateral prefrontal cortex (L-DLPFC) is an established intervention for treatment-resistant depression (TRD), yet the underlying therapeutic mechanisms remain not fully understood. …
View article: Biomarkers predict the efficacy of closed-loop rTMS treatment for refractory depression
Biomarkers predict the efficacy of closed-loop rTMS treatment for refractory depression Open
Transcranial magnetic stimulation (TMS) is a non-invasive FDA-approved therapy for major depressive disorder (MDD), specifically for treatment-resistant depression (TRD). Though offering promise for those with TRD, its effectiveness is les…
View article: Pupil-linked arousal correlates with neural activity prior to sensorimotor decisions
Pupil-linked arousal correlates with neural activity prior to sensorimotor decisions Open
Objective. Sensorimotor decisions require the brain to process external information and combine it with relevant knowledge prior to actions. In this study, we explore the neural predictors of motor actions in a novel, realistic driving tas…
View article: EEG synchronized left prefrontal transcranial magnetic stimulation (TMS) for treatment resistant depression is feasible and produces an entrainment dependent clinical response: A randomized controlled double blind clinical trial
EEG synchronized left prefrontal transcranial magnetic stimulation (TMS) for treatment resistant depression is feasible and produces an entrainment dependent clinical response: A randomized controlled double blind clinical trial Open
View article: Increased entrainment and decreased excitability predict efficacious treatment of closed-loop phase-locked rTMS for treatment-resistant depression
Increased entrainment and decreased excitability predict efficacious treatment of closed-loop phase-locked rTMS for treatment-resistant depression Open
Transcranial magnetic stimulation (TMS) is an FDA-approved therapy for major depressive disorder (MDD), specifically for patients who have treatment-resistant depression (TRD). However, TMS produces response or remission in about 50% of pa…
View article: The timing of transcranial magnetic stimulation relative to the phase of prefrontal alpha EEG modulates downstream target engagement
The timing of transcranial magnetic stimulation relative to the phase of prefrontal alpha EEG modulates downstream target engagement Open
Results demonstrate that TMS-evoked top-down influences vary as a function of the prefrontal alpha rhythm, and suggest potential clinical applications whereby TMS is synchronized to the brain's internal rhythms in order to more efficiently…
View article: Whole-brain analysis of concurrent TMS-EEG-fMRI reveals brain-wide state-dependent TMS effects
Whole-brain analysis of concurrent TMS-EEG-fMRI reveals brain-wide state-dependent TMS effects Open
Introduction: Concurrent TMS-fMRI studies have established the propagation of TMS-induced activity from the left dorsolateral prefrontal cortex (left-DLPFC) to various afferents. However, the state-dependent effect of TMS propagation pathw…
View article: EEG Synchronized Left Prefrontal Transcranial Magnetic Stimulation (TMS) for Treatment Resistant Depression is Feasible and Produces an Entrainment Dependent Clinical Response: A Randomized Controlled Double Blind Clinical Trial
EEG Synchronized Left Prefrontal Transcranial Magnetic Stimulation (TMS) for Treatment Resistant Depression is Feasible and Produces an Entrainment Dependent Clinical Response: A Randomized Controlled Double Blind Clinical Trial Open
View article: Closed-loop phase-locked rTMS treatment decreases global cortical excitability in major depressive disorder patients
Closed-loop phase-locked rTMS treatment decreases global cortical excitability in major depressive disorder patients Open
Repetitive transcranial magnetic stimulation (rTMS) has been shown to be an effective treatment for major depressive disorder (MDD). Although considerable clinical data have supported its efficacy, its exact mechanism of action and optimal…
View article: Daily prefrontal closed-loop repetitive transcranial magnetic stimulation (rTMS) produces progressive EEG quasi-alpha phase entrainment in depressed adults
Daily prefrontal closed-loop repetitive transcranial magnetic stimulation (rTMS) produces progressive EEG quasi-alpha phase entrainment in depressed adults Open
The entrainment effects build over the course of days/weeks, suggesting that these effects engage neuroplastic changes which may have clinical consequences in depression or other diseases.
View article: Functional and effective connectivity between dorsolateral prefrontal and subgenual anterior cingulate cortex depends on the timing of transcranial magnetic stimulation relative to the phase of prefrontal alpha EEG
Functional and effective connectivity between dorsolateral prefrontal and subgenual anterior cingulate cortex depends on the timing of transcranial magnetic stimulation relative to the phase of prefrontal alpha EEG Open
BACKGROUND The communication through coherence model posits that brain rhythms are synchronized across different frequency bands and that effective connectivity strength between interacting regions depends on their phase relation. Evidence…
View article: Six weeks of daily prefrontal closed-loop repetitive transcranial magnetic stimulation (rTMS) produces progressive EEG-α phase entrainment in depressed adults
Six weeks of daily prefrontal closed-loop repetitive transcranial magnetic stimulation (rTMS) produces progressive EEG-α phase entrainment in depressed adults Open
View article: Spatiospectral brain networks reflective of improvisational experience
Spatiospectral brain networks reflective of improvisational experience Open
View article: Spatiospectral brain networks reflective of improvisational experience
Spatiospectral brain networks reflective of improvisational experience Open
Musical improvisers are trained to categorize certain musical structures into functional classes, which is thought to facilitate improvisation. Using a novel auditory oddball paradigm (Goldman et al., 2020) which enables us to disassociate…
View article: Ballistocardiogram Artifact Reduction in Simultaneous EEG-fMRI Using Deep Learning
Ballistocardiogram Artifact Reduction in Simultaneous EEG-fMRI Using Deep Learning Open
We present a deep learning approach that can be used to suppress the BCG artifact in EEG-fMRI without the use of additional hardware. This method may have scope to be combined with current hardware methods, operate in real-time and be used…
View article: SIGVIEWER - CURRENT STATUS AND RECENT DEVELOPMENTS
SIGVIEWER - CURRENT STATUS AND RECENT DEVELOPMENTS Open
View article: Automatic Pause Detection During P300 Web Browsing
Automatic Pause Detection During P300 Web Browsing Open
View article: Autonomy and Social Inclusion for the Severely Disabled: the BrainAble Prototype
Autonomy and Social Inclusion for the Severely Disabled: the BrainAble Prototype Open
View article: A P300 Bci For E-Inclusion, Cognitive Rehabilitation And Smart Home Control
A P300 Bci For E-Inclusion, Cognitive Rehabilitation And Smart Home Control Open
View article: Regulation of arousal via online neurofeedback improves human performance in a demanding sensory-motor task
Regulation of arousal via online neurofeedback improves human performance in a demanding sensory-motor task Open
Our state of arousal can significantly affect our ability to make optimal decisions, judgments, and actions in real-world dynamic environments. The Yerkes–Dodson law, which posits an inverse-U relationship between arousal and task performa…
View article: Compact convolutional neural networks for classification of asynchronous steady-state visual evoked potentials
Compact convolutional neural networks for classification of asynchronous steady-state visual evoked potentials Open
We discuss how our Compact-CNN shows promise for BCI applications that allow users to freely gaze/attend to any stimulus at any time (e.g. asynchronous BCI) as well as provides a method for analyzing SSVEP signals in a way that might augme…
View article: Regulation of arousal via on-line neurofeedback improves human performance in a demanding sensory-motor task
Regulation of arousal via on-line neurofeedback improves human performance in a demanding sensory-motor task Open
Our state of arousal can significantly affect our ability to make optimal decisions, judgments, and actions in real-world dynamic environments. The Yerkes-Dodson law, which posits an inverse-U relationship between arousal and task performa…
View article: Electroencephalography Based Analysis of Working Memory Load and Affective Valence in an N-back Task with Emotional Stimuli
Electroencephalography Based Analysis of Working Memory Load and Affective Valence in an N-back Task with Emotional Stimuli Open
Most brain-based measures of the electroencephalogram (EEG) are used in highly controlled lab environments and only focus on narrow mental states (e.g., working memory load). However, we assume that outside the lab complex multidimensional…
View article: SigViewer: Visualizing Multimodal Signals Stored in XDF (Extensible Data Format) Files
SigViewer: Visualizing Multimodal Signals Stored in XDF (Extensible Data Format) Files Open
Multimodal biosignal acquisition is facilitated by recently introduced software solutions such as LabStreaming Layer (LSL) and its associated data format XDF (Extensible Data Format). However, there are no stand-alone applications that can…
View article: A comparison of single-trial EEG classification and EEG-informed fMRI\n across three MR compatible EEG recording systems
A comparison of single-trial EEG classification and EEG-informed fMRI\n across three MR compatible EEG recording systems Open
Simultaneously recorded electroencephalography (EEG) and functional magnetic\nresonance imaging (fMRI) can be used to non-invasively measure the\nspatiotemporal dynamics of the human brain. One challenge is dealing with the\nartifacts that…
View article: A comparison of single-trial EEG classification and EEG-informed fMRI across three MR compatible EEG recording systems
A comparison of single-trial EEG classification and EEG-informed fMRI across three MR compatible EEG recording systems Open
Simultaneously recorded electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) can be used to non-invasively measure the spatiotemporal dynamics of the human brain. One challenge is dealing with the artifacts that ea…
View article: Affective Aspects of Perceived Loss of Control and Potential Implications for Brain-Computer Interfaces
Affective Aspects of Perceived Loss of Control and Potential Implications for Brain-Computer Interfaces Open
Most brain-computer interfaces (BCIs) focus on detecting single aspects of user states (e.g., motor imagery) in the electroencephalogram (EEG) in order to use these aspects as control input for external systems. This communication can be e…