Christoph Guger

Orcid: 0000-0001-6468-8500

According to our database1, Christoph Guger authored at least 101 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Emotion Recognition of Playing Musicians From EEG, ECG, and Acoustic Signals.
IEEE Trans. Hum. Mach. Syst., October, 2024

EEG Channel Selection for Stroke Patient Rehabilitation Using BAT Optimizer.
Algorithms, August, 2024

A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals.
Int. J. Neural Syst., February, 2024

<i>Call for Papers for Special Issue on Brain-Computer Interfaces</i>: Deadline for Manuscript Submission: February 28, 2025.
Brain Connect., 2024

EEG assessment of intentional tremor during motor imagery.
Proceedings of the IEEE International Conference on Autonomous Robot Systems and Competitions, 2024

2023
Hand gesture decoding using ultra-high-density EEG.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Near-Brain Computation: Embedding P300-based BCIs at EEG headset level.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

2022
Editorial: Brain-Computer Interfaces: Novel Applications and Interactive Technologies.
Frontiers Comput. Neurosci., 2022

Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps.
AII, 2022

2021
Evaluating a Novel P300-Based Real-Time Image Ranking BCI.
Frontiers Comput. Sci., 2021

Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings.
CoRR, 2021

EEG feature fusion for motor imagery: A new robust framework towards stroke patients rehabilitation.
Comput. Biol. Medicine, 2021

Cognitive and Affective Brain-Computer Interfaces for Improving Learning Strategies and Enhancing Student Capabilities: A Systematic Literature Review.
IEEE Access, 2021

Brain Computer Interface treatment for gait rehabilitation of stroke patients - Preliminary results.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Unsupervised Quantification of High-Gamma Activity in Electrocorticographic Signals.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment.
Proceedings of the Human-Computer Interaction. Theory, Methods and Tools, 2021

Towards Improved Vibro-Tactile P300 BCIs.
Proceedings of the Human-Computer Interaction. Interaction Techniques and Novel Applications, 2021

2020
Communication for patients with disorders of consciousness with a vibro-tactile P300 brain-computer interface.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Preliminary Results of a Brain-Computer Interface System based on Functional Electrical Stimulation and Avatar Feedback for Lower Extremity Rehabilitation of Chronic Stroke Patients.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Online Classification of Motor Imagery Using EEG and fNIRS: A Hybrid Approach with Real Time Human-Computer Interaction.
Proceedings of the HCI International 2020 - Posters - 22nd International Conference, 2020

2019
Recent Advances in Brain-Computer Interface Research - A Summary of the 2017 BCI Award and BCI Research Trends.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 7, 2019

Brain-Computer Interface Research: A State-of-the-Art Summary 7.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 7, 2019

Performance Investigation of Brain-Computer Interfaces that Combine EEG and fNIRS for Motor Imagery Tasks.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Effects of Repeating a Tactile Brain-Computer Interface on Patients with Disorder of Consciousness: A Hint of Recovery?<sup>*</sup>.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Current and future applications of non-invasive and invasive brain-Computer interfaces.
Proceedings of the IEEE 8th International Workshop on Advances in Sensors and Interfaces, 2019

Correlations between the Laterality coefficient and Functional scales in Stroke patients.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Laterality Coefficient: An EEG parameter related with the functional improvement in stroke patients.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

The BR4IN.IO Hackathons.
Proceedings of the Brain Art - Brain-Computer Interfaces for Artistic Expression, 2019

2018
High Classification Accuracy of a Motor Imagery Based Brain-Computer Interface for Stroke Rehabilitation Training.
Frontiers Robotics AI, 2018

Acceptability Study of A3-K3 Robotic Architecture for a Neurorobotics Painting.
Frontiers Neurorobotics, 2018

Online Detection of Real-World Faces in ECoG Signals.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Motor Rehabilitation for Hemiparetic Stroke Patients Using a Brain-Computer Interface Method.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Improving Auditory Paradigms for Consciousness Detection by Brain-Computer Interfaces Technique.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017
Estimation of Intracranial P300 Speller Sites with Magnetoencephalography (MEG) - Perspectives for Non-invasive Navigation of Subdural Grid Implantation.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 5, 2017

Trends in BCI Research I: Brain-Computer Interfaces for Assessment of Patients with Locked-in Syndrome or Disorders of Consciousness.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 6, 2017

Recent Advances in Brain-Computer Interface Research - A Summary of the BCI Award 2015 and BCI Research Trends.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 5, 2017

Recent Advances in Brain-Computer Interface Research - A Summary of the BCI Award 2016 and BCI Research Trends.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 6, 2017

Characterization of cortical motor function and imagery-related cortical activity: Potential application for prehabilitation.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

MindBEAGLE - A new system for the assessment and communication with patients with disorders of consciousness and complete locked-in syndrom.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Comparison of Alpha/Beta and high-gamma band for motor-imagery based BCI control: A qualitative study.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Optimal bandpower estimation and tracking via Kalman filtering for real-time Brain-Computer Interfaces.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Validation of a Brain-Computer Interface (BCI) System Designed for Patients with Disorders of Consciousness (DOC): Regular and Sham Testing with Healthy Participants.
Proceedings of the Augmented Cognition. Enhancing Cognition and Behavior in Complex Human Environments, 2017

Prediction of Consciousness Recovery in Unresponsive Wakefulness Syndrome by a vibrotactile P300-BCI.
Proceedings of the From Vision to Reality, 2017

Vibro-tactile evoked potentials for BCI Communication of People with Disorders of Consciousness and locked-in Syndrome.
Proceedings of the From Vision to Reality, 2017

Preliminary Results of Testing a BCI-controlled FES System for Post-Stroke Rehabilitation.
Proceedings of the From Vision to Reality, 2017

Passive functional mapping guides electrical cortical stimulation for efficient determination of eloquent cortex in epilepsy patients.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
A comparison of face speller approaches for P300 BCIs.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Paired Associative Stimulation with Brain-Computer Interfaces: A New Paradigm for Stroke Rehabilitation.
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016

BCIs for DOC Patients: Assessment, Communication, and New Directions.
Proceedings of the Universal Access in Human-Computer Interaction. Interaction Techniques and Environments, 2016

recoveriX: A new BCI-based technology for persons with stroke.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Recent Advances in Brain-Computer Interface Research - A Summary of the BCI Award 2014 and BCI Research Trends.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 4, 2015

Brain-Computer Interfaces on Track to Home: Results of the Evaluation at Disabled End-Users' Homes and Lessons Learnt.
Frontiers ICT, 2015

How many people can control a motor imagery based BCI using common spatial patterns?
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Human Computer Confluence in BCI for Stroke Rehabilitation.
Proceedings of the Foundations of Augmented Cognition, 2015

Distinction of individual finger responses in somatosensory cortex using ECoG high-gamma activation mapping.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Online control of a humanoid robot through hand movement imagination using CSP and ECoG based features.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
The BCI 2013 Award Winner and BCI Trends.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 3, 2014

Recent Advances in Brain-Computer Interface Research - The BCI Award 2013.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 3, 2014

Comparison of SSVEP BCI and Eye Tracking for Controlling a Humanoid Robot in a Social Environment.
Presence Teleoperators Virtual Environ., 2014

Special Section: Robots, Virtual Reality, and Brain-Computer Interfaces in Telepresence Guest Editors' Introduction.
Presence Teleoperators Virtual Environ., 2014

A BCI-Based Tool for Detection of Awareness and for Communication with Non-responsive Patients.
Proceedings of the Universal Access in Human-Computer Interaction. Design and Development Methods for Universal Access, 2014

Toward Multi-brain Communication: Collaborative Spelling with a P300 BCI.
Proceedings of the Foundations of Augmented Cognition. Advancing Human Performance and Decision-Making through Adaptive Systems, 2014

A tactile Brain-Computer Interface for severely disabled patients.
Proceedings of the IEEE Haptics Symposium, 2014

Single trial detection of hand poses in human ECoG using CSP based feature extraction.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Rapid and low-invasive functional brain mapping by realtime visualization of high gamma activity for awake craniotomy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Brain-Computer Interface Research - A State-of-the-Art Summary
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-642-36083-1, 2013

Multi-modal Computer Interaction for Communication and Control Using EEG, EMG, EOG and Motion Sensors.
Proceedings of the Universal Access in Human-Computer Interaction. User and Context Diversity, 2013

cortiQ - Clinical software for electrocorticographic real-time functional mapping of the eloquent cortex.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Performance of a tactile P300 speller for healthy people and severely disabled patients.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A BCI using VEP for continuous control of a mobile robot.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A Motor Imagery Based Brain-Computer Interface for Stroke Rehabilitation.
Proceedings of the Annual Review of Cybertherapy and Telemedicine 2012, 2012

Multitask Humanoid Control with a Brain-Computer Interface: User Experiment with HRP-2.
Proceedings of the Experimental Robotics, 2012

Towards robotic re-embodiment using a Brain-and-Body-Computer Interface.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Rehabilitation through Brain Computer Interfaces - Classification and Feedback Study.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

Comparing the Accuracy of a P300 Speller for People with Major Physical Disability.
Proceedings of the Computers Helping People with Special Needs, 2012

Poor performance in SSVEP BCIs: Are worse subjects just slower?
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Prototype of an auto-calibrating, context-aware, hybrid brain-computer interface.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Augmented control of an avatar using an SSVEP based BCI.
Proceedings of the 3rd Augmented Human International Conference, 2012

Usability of video-overlaying SSVEP based BCIs.
Proceedings of the 3rd Augmented Human International Conference, 2012

2011
Using brain-computer interface to steer a humanoid robot.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Brain-Computer Interface: Generic Control Interface for Social Interaction Applications.
Proceedings of the Advances in Computational Intelligence, 2011

A Hybrid Brain-Computer Interface for Smart Home Control.
Proceedings of the Human-Computer Interaction. Interaction Techniques and Environments, 2011

Social Environments, Mixed Communication and Goal-Oriented Control Application Using a Brain-Computer Interface.
Proceedings of the Universal Access in Human-Computer Interaction. Users Diversity, 2011

Behavioral rehabilitation of the eye closure reflex in senescent rats using a real-time biosignal acquisition system.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Smart homes to improve the quality of life for all.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

The application of a real-time rapid-prototyping environment for the behavioral rehabilitation of a lost brain function in rats.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011

Accuracy of a P300 speller for people with motor impairments.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011

2010
Effects of P300-Based BCI Use on Reported Presence in a Virtual Environment.
Presence Teleoperators Virtual Environ., 2010

Controlling a robot with a brain-computer interface based on steady state visual evoked potentials.
Proceedings of the International Joint Conference on Neural Networks, 2010

SSVEP Based Brain-Computer Interface for Robot Control.
Proceedings of the Computers Helping People with Special Needs, 2010

2009
Virtual Smart Home Controlled by Thoughts.
Proceedings of the 18th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2009

A Brain-Computer Interface Based on Steady State Visual Evoked Potentials for Controlling a Robot.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Goal-Oriented Control with Brain-Computer Interface.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009

Brain Computer Interface for Virtual Reality Control.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2007
Navigating Virtual Reality by Thought: What Is It Like?
Presence Teleoperators Virtual Environ., 2007

Understanding and Realizing Presence in the Presenccia Project.
IEEE Computer Graphics and Applications, 2007

2006
Analysis of Physiological Responses to a Social Situation in an Immersive Virtual Environment.
Presence Teleoperators Virtual Environ., 2006

Walking by Thinking: The Brainwaves Are Crucial, Not the Muscles!
Presence Teleoperators Virtual Environ., 2006

Sharing and Analyzing Data from Presence Experiments.
Presence Teleoperators Virtual Environ., 2006

2001
Hidden Markov models for online classification of single trial EEG data.
Pattern Recognit. Lett., 2001

1999
EEG-based Brain-Computer Interface Using Subject-Specific Spatial Filters.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999


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