Citation Impact
Citing Papers
Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion
2010 Standout
Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples
2006 Standout
Brain–computer interfaces and communication in paralysis: Extinction of goal directed thinking in completely paralysed patients?
2008
Brain-Controlled Interfaces: Movement Restoration with Neural Prosthetics
2006
ECoG factors underlying multimodal control of a brain-computer interface
2006
A review of classification algorithms for EEG-based brain–computer interfaces
2007
Classifying EEG-based motor imagery tasks by means of time–frequency synthesized spatial patterns
2004
Applications of cortical signals to neuroprosthetic control: a critical review
2000
Electrocardiogram generation with a bidirectional LSTM-CNN generative adversarial network
2019 Standout
Brain–computer communication: Unlocking the locked in.
2001
A Review of EEG-Based Brain-Computer Interfaces as Access Pathways for Individuals with Severe Disabilities
2012
Brain-computer interface technology: a review of the first international meeting
2000
Brain–computer interfaces for communication and control
2002 Standout
Computer control using human intracortical local field potentials
2004
Direct control of a computer from the human central nervous system
2000
A brain–computer interface using electrocorticographic signals in humans
2004
Electrocorticographically controlled brain–computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants
2007
Beyond mind-reading: multi-voxel pattern analysis of fMRI data
2006 Standout
Decoding fMRI brain states in real-time
2010
The contribution of electrophysiology to functional connectivity mapping
2013
Alpha-band oscillations, attention, and controlled access to stored information
2012 Standout
Neuronal ensemble control of prosthetic devices by a human with tetraplegia
2006 StandoutNature
Spectral Changes in Cortical Surface Potentials during Motor Movement
2007
Decoding flexion of individual fingers using electrocorticographic signals in humans
2009
xDAWN Algorithm to Enhance Evoked Potentials: Application to Brain–Computer Interface
2009
A Feature Selection Method for Multilevel Mental Fatigue EEG Classification
2007
Brain Painting: First Evaluation of a New Brain–Computer Interface Application with ALS-Patients and Healthy Volunteers
2010
A P300-based brain–computer interface for people with amyotrophic lateral sclerosis
2008
Brain imaging of18F‐fallypride in normal volunteers: Blood analysis, distribution, test‐retest studies, and preliminary assessment of sensitivity to aging effects on dopamine D‐2/D‐3 receptors
2002
A high performance sensorimotor beta rhythm-based brain–computer interface associated with human natural motor behavior
2007
Highly Conformable Conducting Polymer Electrodes for In Vivo Recordings
2011
Brain–computer interfaces in neurological rehabilitation
2008
Principles of neural ensemble physiology underlying the operation of brain–machine interfaces
2009
Dissolvable films of silk fibroin for ultrathin conformal bio-integrated electronics
2010 Standout
Wyrm: A Brain-Computer Interface Toolbox in Python
2015
Advanced Neurotechnologies for Chronic Neural Interfaces: New Horizons and Clinical Opportunities
2008
Definitions of state variables and state space for brain-computer interface
2006
Shaping Functional Architecture by Oscillatory Alpha Activity: Gating by Inhibition
2010 Standout
Brain–machine interfaces: past, present and future
2006
State Mindfulness Scale (SMS): Development and initial validation.
2013 Standout
Brain Oscillatory Substrates of Visual Short-Term Memory Capacity
2009
The neuroscience of mindfulness meditation
2015 Standout
An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.
2009 Standout
Big data and machine learning algorithms for health-care delivery
2019 Standout
Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns
2008
EEG alpha oscillations: The inhibition–timing hypothesis
2006 Standout
Tracking Whole-Brain Connectivity Dynamics in the Resting State
2012 Standout
Decoupling the Cortical Power Spectrum Reveals Real-Time Representation of Individual Finger Movements in Humans
2009
Safety, ethical considerations, and application guidelines for the use of transcranial magnetic stimulation in clinical practice and research
2009 Standout
Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain–computer interface
2006
Beta-band oscillations — signalling the status quo?
2010 Standout
Self-regulation of local brain activity using real-time functional magnetic resonance imaging (fMRI)
2004
Two-dimensional movement control using electrocorticographic signals in humans
2008
Heartbeat Time Series Classification With Support Vector Machines
2009
Convolutional Neural Networks for P300 Detection with Application to Brain-Computer Interfaces
2010
Multimodal biomedical AI
2022 Standout
Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms
2010
Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy
2009
Convolutional Neural Network for Multi-Category Rapid Serial Visual Presentation BCI
2015
Attention modulations of posterior alpha as a control signal for two-dimensional brain–computer interfaces
2009
Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array
2011
Electrocorticography-based brain computer Interface-the seattle experience
2006
Dynamic functional connectivity: Promise, issues, and interpretations
2013 Standout
Single-trial EEG–fMRI reveals the dynamics of cognitive function
2006
An Overview of Heart Rate Variability Metrics and Norms
2017 Standout
A meta-analytic review of emotion recognition and aging: Implications for neuropsychological models of aging
2008 Standout
Residual cognitive function in comatose, vegetative and minimally conscious states
2005
Enhancement of Left-Right Sensorimotor EEG Differences During Feedback-Regulated Motor Imagery
1999
Decoding mental states from brain activity in humans
2006 Standout
Sense of agency in the human brain
2017 Standout
The role of prefrontal cortex in visuo-spatial planning: a repetitive TMS study
2006
The Graph Neural Network Model
2008 Standout
Deep learning for healthcare applications based on physiological signals: A review
2018
Transcranial Magnetic Stimulation: A Primer
2007 Standout
Reach and grasp by people with tetraplegia using a neurally controlled robotic arm
2012 StandoutNature
A review on continuous wave functional near-infrared spectroscopy and imaging instrumentation and methodology
2013 Standout
Tracking-Learning-Detection
2011 Standout
Hand Movement Direction Decoded from MEG and EEG
2008
Sensors for brain-computer interfaces
2006
Nonuniform High-Gamma (60–500 Hz) Power Changes Dissociate Cognitive Task and Anatomy in Human Cortex
2011
MEG and EEG data analysis with MNE-Python
2013 Standout
Review of the BCI Competition IV
2012
Real-time functional brain mapping using electrocorticography
2007
The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes
2012 Standout
Cortical activity during motor execution, motor imagery, and imagery-based online feedback
2010
Machine learning: Trends, perspectives, and prospects
2015 StandoutScience
Optimization for Machine Learning
2011
Human cortical prostheses: lost in translation?
2009
Motor imagery and direct brain-computer communication
2001
Brain–Machine and Brain–Computer Interfaces
2004
Editorial Expression of Concern for multiple articles
2008 StandoutNobel
Beyond the Gamma Band: The Role of High-Frequency Features in Movement Classification
2008
A comprehensive survey on multimodal medical signals fusion for smart healthcare systems
2021
Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans
2004
Guest editorial brain-computer interface technology: a review of the second international meeting
2003
EEGLAB, SIFT, NFT, BCILAB, and ERICA: New Tools for Advanced EEG Processing
2011
Neural underpinnings of the ‘agent brain’: new evidence from transcranial direct current stimulation
2015
Lab-on-Skin: A Review of Flexible and Stretchable Electronics for Wearable Health Monitoring
2017 Standout
Examining Mindfulness and Its Relations to Humility, Motivation to Lead, and Actual Servant Leadership Behaviors
2016
Joint optimization of algorithmic suites for EEG analysis
2014
A survey on semi-supervised learning
2019 Standout
Neural Stimulation and Recording Electrodes
2008 Standout
Comparing Classification Methods for Longitudinal fMRI Studies
2010 StandoutNobel
A survey of deep neural network architectures and their applications
2016 Standout
Soft, curved electrode systems capable of integration on the auricle as a persistent brain–computer interface
2015
Evidence-based practice in biofeedback and neurofeedback
2008
Semi-Supervised Learning
2006 Standout
Data clustering: 50 years beyond K-means
2009 Standout
A tutorial on spectral clustering
2007 Standout
Deep learning with convolutional neural networks for EEG decoding and visualization
2017 Standout
A survey of transfer learning
2016 Standout
Mechanisms of Gamma Oscillations
2012 Standout
Virtual reality: Applications and implications for tourism
2009 Standout
Servant Leadership: A systematic review and call for future research
2018 Standout
25th Anniversary Article: The Evolution of Electronic Skin (E‐Skin): A Brief History, Design Considerations, and Recent Progress
2013 Standout
Works of Thilo Hinterberger being referenced
A Device for the Detection of Cognitive Brain Functions in Completely Paralyzed or Unresponsive Patients
2005
Brain-computer communication and slow cortical potentials
2004
The thought translation device: a neurophysiological approach to communication in total motor paralysis
1999
Self-initiation of EEG-based communication in paralyzed patients
2001
A Non-Invasive Communication Device for the Paralyzed
2002
A brain–computer interface (BCI) for the locked-in: comparison of different EEG classifications for the thought translation device
2003
BCI2000: A General-Purpose Brain-Computer Interface (BCI) System
2004 Standout
The thought-translation device (TTD): neurobehavioral mechanisms and clinical outcome
2003
The thought translation device (TTD) for completely paralyzed patients
2000
Nessi: An EEG-Controlled Web Browser for Severely Paralyzed Patients
2007
Conscious perception of brain states: mental strategies for brain–computer communication
2003
Brain areas activated in fMRI during self-regulation of slow cortical potentials (SCPs)
2003
The readiness potential reflects intentional binding
2014
Brain-computer communication: Self-regulation of slow cortical potentials for verbal communication
2001
Classifying EEG and ECoG signals without subject training for fast BCI implementation: comparison of nonparalyzed and completely paralyzed subjects
2006
A multimodal brain-based feedback and communication system
2004
Deactivation of Brain Areas During Self-Regulation of Slow Cortical Potentials in Seizure Patients
2006
Support Vector Channel Selection in BCI
2004
An EEG-Driven Brain-Computer Interface Combined With Functional Magnetic Resonance Imaging (fMRI)
2004
Neuronal mechanisms underlying control of a brain–computer interface
2005
Modulation of slow cortical potentials by transcranial magnetic stimulation in humans
2002
Chapter 34 Effects of repetitive transcranial magnetic stimulation (rTMS) on slow cortical potentials (SCP)
2003
Neurofeedback for Children with ADHD: A Comparison of SCP and Theta/Beta Protocols
2007
Self-regulation of slow cortical potentials: an event-related fMRI study
2000
The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials
2004
Self-regulation of Slow Cortical Potentials: A New Treatment for Children With Attention-Deficit/Hyperactivity Disorder
2006
Assessment of Mindfulness: Review on State of the Art
2012
Neural Internet: Web Surfing with Brain Potentials for the Completely Paralyzed
2006
Assessment of cognitive function and communication ability in a completely locked-in patient
2005
Methods Towards Invasive Human Brain Computer Interfaces
2004
Predictability of Brain-Computer Communication
2004