Tomasz M. Rutkowski
Orcid: 0000-0002-4259-4121
According to our database1,
Tomasz M. Rutkowski
authored at least 110 papers
between 1999 and 2023.
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Bibliography
2023
Mild Cognitive Impairment Detection with Machine Learning and Topological Data Analysis Applied to EEG Time-series in Facial Emotion Oddball Paradigm.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Passive BCI Oddball Paradigm for Dementia Digital Neuro-biomarker Elucidation from Attended and Inhibited ERPs Utilizing Information Geometry Classification Approaches.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022
Time-frequency analysis combined with recurrence quantification for classification of onset of dementia using data from the oddball BCI paradigm.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022
Dementia Digital Neuro-biomarker Study from Theta-band EEG Fluctuation Analysis in Facial and Emotional Identification Short-term Memory Oddball Paradigm.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Neurotechnology and AI Approach for Early Dementia Onset Biomarker from EEG in Emotional Stimulus Evaluation Task.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Older Adult Mild Cognitive Impairment Prediction from Multiscale Entropy EEG Patterns in Reminiscent Interior Image Working Memory Paradigm.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Classifying Mild Cognitive Impairment from Behavioral Responses in Emotional Arousal and Valence Evaluation Task - AI Approach for Early Dementia Biomarker in Aging Societies -.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Cognitive Assessment Estimation from Behavioral Responses in Emotional Faces Evaluation Task - AI Regression Approach for Dementia Onset Prediction in Aging Societies.
CoRR, 2019
Brain Correlates of Task-Load and Dementia Elucidation with Tensor Machine Learning Using Oddball BCI Paradigm.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
AI Neurotechnology for Aging Societies - Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods.
CoRR, 2018
2017
A Sixteen-Command and 40 Hz Carrier Frequency Code-Modulated Visual Evoked Potential BCI.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 6, 2017
2016
Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials.
IEEE J. Sel. Top. Signal Process., 2016
Data-Driven Multimodal Sleep Apnea Events Detection - Synchrosquezing Transform Processing and Riemannian Geometry Classification Approaches.
J. Medical Syst., 2016
Robotic and Virtual Reality BCIs Using Spatial Tactile and Auditory Oddball Paradigms.
Frontiers Neurorobotics, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Tactile brain-computer interface using classification of P300 responses evoked by full body spatial vibrotactile stimuli.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
Smoothing of xDAWN spatial filters for robust extraction of event-related potentials.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
2015
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 4, 2015
Tactile-force brain-computer interface paradigm - Somatosensory multimedia neurotechnology application.
Multim. Tools Appl., 2015
Airborne Ultrasonic Tactile Display Brain-computer Interface - A Small Robotic Arm Online Control Study.
CoRR, 2015
Brain Evoked Potential Latencies Optimization for Spatial Auditory Brain-Computer Interface.
Cogn. Comput., 2015
Brain-Robot Interfaces Using Spatial Tactile BCI Paradigms - Symbiotic Brain-Robot Applications.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015
EEG Filtering Optimization for Code-Modulated Chromatic Visual Evoked Potential-Based Brain-Computer Interface.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015
Inter-stimulus interval study for the tactile point-pressure brain-computer interface.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Student teaching and research laboratory focusing on brain-computer interface paradigms - A creative environment for computer science students -.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Classification Accuracy Improvement of Chromatic and High-Frequency Code-Modulated Visual Evoked Potential-Based BCI.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
Variable sound elevation features for head-related impulse response spatial auditory BCI.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
Classification improvement and analysis of P300 responses with various inter-stimulus intervals in application to spatial visual brain-computer interface.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
2014
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 3, 2014
CoRR, 2014
Spatial Tactile Brain-Computer Interface Paradigm Applying Vibration Stimuli to Large Areas of User's Back.
CoRR, 2014
Bayesian delay time estimation of brainwaves using N100 response in tactile-force Brain-Computer Interface.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014
Virtual reality feedback environment for brain computer interface paradigm using tactile and bone-conduction auditory modality paradigms.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
Tactile and bone-conduction auditory brain computer interface for vision and hearing impaired users - Stimulus pattern and BCI accuracy improvement.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
2013
Comparison of P300 Responses in Auditory, Visual and Audiovisual Spatial Speller BCI Paradigms
CoRR, 2013
Multi-command Tactile and Auditory Brain Computer Interface based on Head Position Stimulation
CoRR, 2013
CoRR, 2013
Auditory Brain-Computer Interface Paradigm with Head Related Impulse Response-Based Spatial Cues.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013
EEG Signal Processing and Classification for the Novel Tactile-Force Brain-Computer Interface Paradigm.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013
Bone-Conduction-Based Brain Computer Interface Paradigm - EEG Signal Processing, Feature Extraction and Classification.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013
Proceedings of the 13th International Conference on New Interfaces for Musical Expression, 2013
Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the Haptic and Audio Interaction Design - 8th International Workshop, 2013
EEG epileptic seizures separation with multivariate empirical mode decomposition for diagnostic purposes.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Multi-command Chest Tactile Brain Computer Interface for Small Vehicle Robot Navigation.
Proceedings of the Brain and Health Informatics - International Conference, 2013
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013
Single trial BCI classification accuracy improvement for the novel virtual sound movement-based spatial auditory paradigm.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013
Spatial auditory BCI with ERP responses to front-back to the head stimuli distinction support.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013
2012
Neurocomputing, 2012
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012
Psychophysical responses comparison in spatial visual, audiovisual, and auditory BCI-spelling paradigms.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012
EEG Signal Analysis via a Cleaning Procedure based on Multivariate Empirical Mode Decomposition.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
Auditory steady-state response stimuli based BCI application - the optimization of the stimuli types and lengths.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
2011
Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms.
Comput. Hum. Behav., 2011
Emotional empathy transition patterns from human brain responses in interactive communication situations - Brain-computer and machine interactive interfacing approach.
AI Soc., 2011
Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals.
Proceedings of the NCTA 2011, 2011
Proceedings of the Haptic and Audio Interaction Design - 6th International Workshop, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis.
J. Circuits Syst. Comput., 2010
Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification.
Proceedings of the Neural Information Processing. Models and Applications, 2010
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
EMD Approach to Multichannel EEG Data - The Amplitude and Phase Synchrony Analysis Technique.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
On the synchrony of empirical mode decompositions with application to electroencephalography.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
J. VLSI Signal Process., 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Modelling the Communication Atmosphere: A Human Centered Multimedia Approach to Evaluate Communicative Situations.
Proceedings of the Artifical Intelligence for Human Computing, 2007
2006
Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Constrained non-Negative Matrix Factorization Method for EEG Analysis in Early Detection of Alzheimer Disease.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Communicative Interactivity - A Multimodal Communicative Situation Classification Approach.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
2004
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Smart Sensor Mesh: Intelligent Sensor Clusters Configuration and Location Discovery for Collaborative Information Processing.
Proceedings of the Intelligent Media Technology for Communicative Intelligence, 2004
2003
Toward the Human Communication Efficiency Monitoring from Captured Audio and Video Media in Real Environments.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
2002
Estimation of speech embedded in a reverberant and noisy environment by independent component analysis and wavelets.
IEEE Trans. Neural Networks, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
2001
Estimation of speech embedded in a reverberant environment with multiple sources of noise.
Proceedings of the IEEE International Conference on Acoustics, 2001
1999
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999