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Tactile and bone-conduction auditory brain computer interface for vision and hearing impaired users

Journal of neuroscience methods, 2015-04, Vol.244, p.45-51

2015

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Mild cognitive impairment prediction and cognitive score regression in the elderly using EEG topological data analysis and machine learning with awareness assessed in affective reminiscent paradigm

Frontiers in aging neuroscience, 2024-01, Vol.15, p.1294139-1294139

2024

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Machine learning approach for early onset dementia neurobiomarker using EEG network topology features

Frontiers in human neuroscience, 2023-06, Vol.17, p.1155194-1155194

2023

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Robotic and Virtual Reality BCIs Using Spatial Tactile and Auditory Oddball Paradigms

Frontiers in neurorobotics, 2016-12, Vol.10, p.20-20

Rutkowski, Tomasz M

2016

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Brain-Computer Interface Research: A State-Of-the-Art Summary 11

1, 2024

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Brain Evoked Potential Latencies Optimization for Spatial Auditory Brain–Computer Interface

Cognitive computation, 2015-02, Vol.7 (1), p.34-43

2015

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Data–Driven Multimodal Sleep Apnea Events Detection: Synchrosquezing Transform Processing and Riemannian Geometry Classification Approaches

Journal of medical systems, 2016-07, Vol.40 (7), p.162-162, Article 162

Rutkowski, Tomasz M.

2016

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Data–Driven Multimodal Sleep Apnea Events Detection

Journal of medical systems, 2016-07, Vol.40 (7)

Rutkowski, Tomasz M

2016

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Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials

IEEE journal of selected topics in signal processing, 2016-10, Vol.10 (7), p.1295-1305

2016

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Tactile-force brain-computer interface paradigm: Somatosensory multimedia neurotechnology application

Multimedia tools and applications, 2015-10, Vol.74 (19), p.8655-8667

2015

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Artifact suppression from EEG signals using data adaptive time domain filtering

Neurocomputing (Amsterdam), 2012-11, Vol.97, p.297-308

2012

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Older Adult Mild Cognitive Impairment Prediction from Multiscale Entropy EEG Patterns in Reminiscent Interior Image Working Memory Paradigm

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.6345-6348

2021

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Neurotechnology and AI Approach for Early Dementia Onset Biomarker from EEG in Emotional Stimulus Evaluation Task

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.6675-6678

2021

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Dementia Digital Neuro-biomarker Study from Theta-band EEG Fluctuation Analysis in Facial and Emotional Identification Short-term Memory Oddball Paradigm

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, Vol.2022, p.4056-4059

2022

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Emotional empathy transition patterns from human brain responses in interactive communication situations

AI & society, 2011-08, Vol.26 (3), p.301

2011

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Auditory Brain-Computer/Machine-Interface Paradigms Design

Haptic and Audio Interaction Design, p.110-119

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Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain–machine interfacing paradigms

Computers in human behavior, 2011-09, Vol.27 (5), p.1512-1518

2011

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Generalized optimal spatial filtering using a kernel approach with application to EEG classification

Cognitive neurodynamics, 2010-12, Vol.4 (4), p.355-358

2010

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Spatial Auditory Two-step Input Japanese Syllabary Brain-computer Interface Speller

Procedia technology, 2014, Vol.18, p.25-31

2014

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Auditory Feedback for Brain Computer Interface Management – An EEG Data Sonification Approach

Knowledge-Based Intelligent Information and Engineering Systems, 2006, p.1232-1239

2006

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Time-frequency analysis combined with recurrence quantification for classification of onset of dementia using data from the oddball BCI paradigm

2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS), 2022, p.1-6

2022

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Mild Cognitive Impairment Detection with Machine Learning and Topological Data Analysis Applied to EEG Time-series in Facial Emotion Oddball Paradigm

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, p.1182-1186

2013

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Communicative interactivity - : A multimodal communicative situation classification approach

Lecture notes in computer science, 2005, p.741-746

2005

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Student teaching and research laboratory focusing on brain-computer interface paradigms - A creative environment for computer science students

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015-08, Vol.2015, p.3667-3670

Rutkowski, Tomasz M.

2015

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Tactile and bone-conduction auditory brain computer interface for vision and hearing impaired users

Mild cognitive impairment prediction and cognitive score regression in the elderly using EEG topological data analysis and machine learning with awareness assessed in affective reminiscent paradigm

Machine learning approach for early onset dementia neurobiomarker using EEG network topology features

Robotic and Virtual Reality BCIs Using Spatial Tactile and Auditory Oddball Paradigms

Brain-Computer Interface Research: A State-Of-the-Art Summary 11

Brain Evoked Potential Latencies Optimization for Spatial Auditory Brain–Computer Interface

Data–Driven Multimodal Sleep Apnea Events Detection: Synchrosquezing Transform Processing and Riemannian Geometry Classification Approaches

Data–Driven Multimodal Sleep Apnea Events Detection

Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials

Tactile-force brain-computer interface paradigm: Somatosensory multimedia neurotechnology application

Artifact suppression from EEG signals using data adaptive time domain filtering

Older Adult Mild Cognitive Impairment Prediction from Multiscale Entropy EEG Patterns in Reminiscent Interior Image Working Memory Paradigm

Neurotechnology and AI Approach for Early Dementia Onset Biomarker from EEG in Emotional Stimulus Evaluation Task

Dementia Digital Neuro-biomarker Study from Theta-band EEG Fluctuation Analysis in Facial and Emotional Identification Short-term Memory Oddball Paradigm

Emotional empathy transition patterns from human brain responses in interactive communication situations

Auditory Brain-Computer/Machine-Interface Paradigms Design

Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain–machine interfacing paradigms

Generalized optimal spatial filtering using a kernel approach with application to EEG classification

Spatial Auditory Two-step Input Japanese Syllabary Brain-computer Interface Speller

Auditory Feedback for Brain Computer Interface Management – An EEG Data Sonification Approach

Time-frequency analysis combined with recurrence quantification for classification of onset of dementia using data from the oddball BCI paradigm

Mild Cognitive Impairment Detection with Machine Learning and Topological Data Analysis Applied to EEG Time-series in Facial Emotion Oddball Paradigm

Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition

Communicative interactivity - : A multimodal communicative situation classification approach

Student teaching and research laboratory focusing on brain-computer interface paradigms - A creative environment for computer science students

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