Tomasz M. Rutkowski

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 39

Top Venues

Publications

Tomasz M. Rutkowski, Masato S. Abe, Hikaru Sugimoto, Mihoko Otake-Matsuura
Mild Cognitive Impairment Detection with Machine Learning and Topological Data Analysis Applied to EEG Time-series in Facial Emotion Oddball Paradigm. EMBC (2023)
Tomasz M. Rutkowski, Masato S. Abe, Seiki Tokunaga, Tomasz Komendzinski, Mihoko Otake-Matsuura
Dementia Digital Neuro-biomarker Study from Theta-band EEG Fluctuation Analysis in Facial and Emotional Identification Short-term Memory Oddball Paradigm. EMBC (2022)
Krystian Derezinski, Krzysztof Tolpa, Lukasz Furman, Tomasz M. Rutkowski, Wtodzislaw Duch
Time-frequency analysis combined with recurrence quantification for classification of onset of dementia using data from the oddball BCI paradigm. SCIS/ISIS (2022)
Tomasz M. Rutkowski, Masato S. Abe, Seiki Tokunaga, Hikaru Sugimoto, Tomasz Komendzinski, Mihoko Otake-Matsuura
Passive BCI Oddball Paradigm for Dementia Digital Neuro-biomarker Elucidation from Attended and Inhibited ERPs Utilizing Information Geometry Classification Approaches. SMC (2022)
Tomasz M. Rutkowski, Stanislaw Narebski, Piotr Bekier, Tomasz Komendzinski, Hikaru Sugimoto, Mihoko Otake-Matsuura
Cross-cultural Evaluation of Dementia Passive BCI Neuro-biomarker Candidates. SCIS/ISIS (2022)
Tomasz M. Rutkowski, Masato S. Abe, Tomasz Komendzinski, Mihoko Otake-Matsuura
Older Adult Mild Cognitive Impairment Prediction from Multiscale Entropy EEG Patterns in Reminiscent Interior Image Working Memory Paradigm. EMBC (2021)
Tomasz M. Rutkowski, Masato S. Abe, Mihoko Otake-Matsuura
Neurotechnology and AI Approach for Early Dementia Onset Biomarker from EEG in Emotional Stimulus Evaluation Task. EMBC (2021)
Tomasz M. Rutkowski, Masato S. Abe, Marcin Koculak, Mihoko Otake-Matsuura
Classifying Mild Cognitive Impairment from Behavioral Responses in Emotional Arousal and Valence Evaluation Task - AI Approach for Early Dementia Biomarker in Aging Societies -. EMBC (2020)
Tomasz M. Rutkowski, Marcin Koculak, Masato S. Abe, Mihoko Otake-Matsuura
Brain Correlates of Task-Load and Dementia Elucidation with Tensor Machine Learning Using Oddball BCI Paradigm. ICASSP (2019)
Tomasz M. Rutkowski, Marcin Koculak, Masato S. Abe, Mihoko Otake-Matsuura
Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm. CoRR (2019)
Tomasz M. Rutkowski, Masato S. Abe, Marcin Koculak, Mihoko Otake-Matsuura
Cognitive Assessment Estimation from Behavioral Responses in Emotional Faces Evaluation Task - AI Regression Approach for Dementia Onset Prediction in Aging Societies. CoRR (2019)
Tomasz M. Rutkowski, Qibin Zhao, Masato S. Abe, Mihoko Otake
AI Neurotechnology for Aging Societies - Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods. CoRR (2018)
Tomasz M. Rutkowski
Data-Driven Multimodal Sleep Apnea Events Detection - Synchrosquezing Transform Processing and Riemannian Geometry Classification Approaches. J. Medical Syst. 40 (7) (2016)
Tom Stewart, Kiyoshi Hoshino, Andrzej Cichocki, Tomasz M. Rutkowski
Motor Priming as a Brain-Computer Interface. ICONIP (2) (2016)
Takumi Kodama, Shoji Makino, Tomasz M. Rutkowski
Tactile brain-computer interface using classification of P300 responses evoked by full body spatial vibrotactile stimuli. APSIPA (2016)
Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Tomasz M. Rutkowski
Robotic and Virtual Reality BCIs Using Spatial Tactile and Auditory Oddball Paradigms. Frontiers Neurorobotics 10 (2016)
Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
Smoothing of xDAWN spatial filters for robust extraction of event-related potentials. APSIPA (2016)
Chisaki Nakaizumi, Shoji Makino, Tomasz M. Rutkowski
Variable sound elevation features for head-related impulse response spatial auditory BCI. APSIPA (2015)
Tomasz M. Rutkowski
Student teaching and research laboratory focusing on brain-computer interface paradigms - A creative environment for computer science students -. EMBC (2015)
Kensuke Shimizu, Shoji Makino, Tomasz M. Rutkowski
Inter-stimulus interval study for the tactile point-pressure brain-computer interface. EMBC (2015)
Moonjeong Chang, Tomasz M. Rutkowski
Two-step Input Spatial Auditory BCI for Japanese Kana Characters. CoRR (2015)
Tomasz M. Rutkowski
Student Teaching and Research Laboratory Focusing on Brain-computer Interface Paradigms - A Creative Environment for Computer Science Students -. CoRR (2015)
Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
Classification Accuracy Improvement of Chromatic and High-Frequency Code-Modulated Visual Evoked Potential-Based BCI. BIH (2015)
Tomasz M. Rutkowski, Kensuke Shimizu, Takumi Kodama, Peter Jurica, Andrzej Cichocki
Brain-Robot Interfaces Using Spatial Tactile BCI Paradigms - Symbiotic Brain-Robot Applications. Symbiotic (2015)
Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification. APSIPA (2015)
Shota Kono, Tomasz M. Rutkowski
Tactile-force brain-computer interface paradigm - Somatosensory multimedia neurotechnology application. Multim. Tools Appl. 74 (19) (2015)
Hiroki Yajima, Shoji Makino, Tomasz M. Rutkowski
Fingertip stimulus cue-based tactile brain-computer interface. APSIPA (2015)
Zhenyu Cai, Shoji Makino, Tomasz M. Rutkowski
Brain Evoked Potential Latencies Optimization for Spatial Auditory Brain-Computer Interface. Cogn. Comput. 7 (1) (2015)
Katsuhiko Hamada, Hiromu Mori, Hiroyuki Shinoda, Tomasz M. Rutkowski
Airborne Ultrasonic Tactile Display BCI. CoRR (2015)
Aness Belhaouari, Nasreddine Berrached, Tomasz M. Rutkowski
Classification improvement and analysis of P300 responses with various inter-stimulus intervals in application to spatial visual brain-computer interface. APSIPA (2015)
Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
Chromatic and high-frequency cVEP-based BCI paradigm. EMBC (2015)
Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
Chromatic and High-frequency cVEP-based BCI Paradigm. CoRR (2015)
Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
SVM classification study of code-modulated visual evoked potentials. APSIPA (2015)
Chisaki Nakaizumi, Shoji Makino, Tomasz M. Rutkowski
Head-related impulse response cues for spatial auditory brain-computer interface. EMBC (2015)
Chisaki Nakaizumi, Shoji Makino, Tomasz M. Rutkowski
Head-related Impulse Response Cues for Spatial Auditory Brain-computer Interface. CoRR (2015)
Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
EEG Filtering Optimization for Code-Modulated Chromatic Visual Evoked Potential-Based Brain-Computer Interface. Symbiotic (2015)
Tomasz M. Rutkowski, Hiromu Mori, Takumi Kodama, Hiroyuki Shinoda
Airborne Ultrasonic Tactile Display Brain-computer Interface - A Small Robotic Arm Online Control Study. CoRR (2015)
Kensuke Shimizu, Shoji Makino, Tomasz M. Rutkowski
Inter-stimulus Interval Study for the Tactile Point-pressure Brain-computer Interface. CoRR (2015)
Reo Togashi, Yoshikazu Washizawa, Shota Kono, Tomasz M. Rutkowski
Bayesian delay time estimation of brainwaves using N100 response in tactile-force Brain-Computer Interface. SCIS&ISIS (2014)
Katsuhiko Hamada, Hiromu Mori, Hiroyuki Shinoda, Tomasz M. Rutkowski
Airborne Ultrasonic Tactile Display Brain-computer Interface Paradigm. CoRR (2014)
Takumi Kodama, Shoji Makino, Tomasz M. Rutkowski
Spatial Tactile Brain-Computer Interface Paradigm Applying Vibration Stimuli to Large Areas of User's Back. CoRR (2014)
Trevor Alexander, Anthony Kuh, Katsuhiko Hamada, Hiromu Mori, Hiroyuki Shinoda, Tomasz M. Rutkowski
Parallel memory-efficient processing of BCI data. APSIPA (2014)
Hiromu Mori, Shoji Makino, Tomasz M. Rutkowski
Tactile and bone-conduction auditory brain computer interface for vision and hearing impaired users - Stimulus pattern and BCI accuracy improvement. APSIPA (2014)
Hiroki Yajima, Shoji Makino, Tomasz M. Rutkowski
P300 responses classification improvement in tactile BCI with touch-sense glove. APSIPA (2014)
Waldir Marin Neto, Kensuke Shimizu, Hiromu Mori, Tomasz M. Rutkowski
Virtual reality feedback environment for brain computer interface paradigm using tactile and bone-conduction auditory modality paradigms. SCIS&ISIS (2014)
Bertrand Hieronymus, Hiromu Mori, Tomasz M. Rutkowski
Brain-computer interface using ambisonics-reproduced dynamic sound image effects. SCIS&ISIS (2014)
Chisaki Nakaizumi, Toshie Matsui, Koichi Mori, Shoji Makino, Tomasz M. Rutkowski
Head-related Impulse Response-based Spatial Auditory Brain-computer Interface. CoRR (2014)
Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
Chromatic SSVEP BCI paradigm targeting the higher frequency EEG responses. APSIPA (2014)
Tomasz M. Rutkowski
Multichannel EEG sonification with ambisonics spatial sound environment. APSIPA (2014)
Kensuke Shimizu, Hiromu Mori, Shoji Makino, Tomasz M. Rutkowski
Tactile pressure brain-computer interface using point matrix pattern paradigm. SCIS&ISIS (2014)
Yohann Lelievre, Tomasz M. Rutkowski
Novel Virtual Moving Sound-based Spatial Auditory Brain-Computer Interface Paradigm. CoRR (2013)
Hiromu Mori, Shoji Makino, Tomasz M. Rutkowski
Multi-command Chest Tactile Brain Computer Interface for Small Vehicle Robot Navigation. CoRR (2013)
Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Kenji Tanaka
Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition. ICASSP (2013)
Chisaki Nakaizumi, Koichi Mori, Toshie Matsui, Shoji Makino, Tomasz M. Rutkowski
Auditory Brain-Computer Interface Paradigm with Head Related Impulse Response-Based Spatial Cues. SITIS (2013)
Hiromu Mori, Yoshihiro Matsumoto, Zbigniew R. Struzik, Koichi Mori, Shoji Makino, Danilo P. Mandic, Tomasz M. Rutkowski
Multi-command Tactile and Auditory Brain Computer Interface based on Head Position Stimulation CoRR (2013)
Hiromu Mori, Shoji Makino, Tomasz M. Rutkowski
Multi-command Chest Tactile Brain Computer Interface for Small Vehicle Robot Navigation. Brain and Health Informatics (2013)
Hiromu Mori, Yoshihiro Matsumoto, Victor V. Kryssanov, Eric W. Cooper, Hitoshi Ogawa, Shoji Makino, Zbigniew R. Struzik, Tomasz M. Rutkowski
Multi-command Tactile Brain Computer Interface: A Feasibility Study. HAID (2013)
Shota Kono, Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
EEG Signal Processing and Classification for the Novel Tactile-Force Brain-Computer Interface Paradigm. CoRR (2013)
Moonjeong Chang, Nozomu Nishikawa, Zbigniew R. Struzik, Koichi Mori, Shoji Makino, Danilo P. Mandic, Tomasz M. Rutkowski
Comparison of P300 Responses in Auditory, Visual and Audiovisual Spatial Speller BCI Paradigms CoRR (2013)
Tomasz M. Rutkowski
Beyond visual P300 based brain-computer interfacing paradigms. CoRR (2013)
Zhenyu Cai, Shoji Makino, Tomasz M. Rutkowski
Spatial auditory BCI with ERP responses to front-back to the head stimuli distinction support. APSIPA (2013)
Yohann Lelievre, Yoshikazu Washizawa, Tomasz M. Rutkowski
Single trial BCI classification accuracy improvement for the novel virtual sound movement-based spatial auditory paradigm. APSIPA (2013)
Nozomu Nishikawa, Shoji Makino, Tomasz M. Rutkowski
Spatial auditory BCI paradigm based on real and virtual sound image generation. APSIPA (2013)
Takayuki Hamano, Tomasz M. Rutkowski, Hiroko Terasawa, Kazuo Okanoya, Kiyoshi Furukawa
Generating an Integrated Musical Expression with a Brain-Computer Interface. NIME (2013)
Tomasz M. Rutkowski, Zbigniew R. Struzik, Danilo P. Mandic
EEG epileptic seizures separation with multivariate empirical mode decomposition for diagnostic purposes. EMBC (2013)
Hiromu Mori, Yoshihiro Matsumoto, Victor V. Kryssanov, Eric W. Cooper, Hitoshi Ogawa, Shoji Makino, Zbigniew R. Struzik, Tomasz M. Rutkowski
Multi-command Tactile Brain Computer Interface: A Feasibility Study CoRR (2013)
Chisaki Nakaizumi, Koichi Mori, Toshie Matsui, Shoji Makino, Tomasz M. Rutkowski
Auditory Brain-Computer Interface Paradigm with Head Related Impulse Response-based Spatial Cues. CoRR (2013)
Daiki Aminaka, Koichi Mori, Toshie Matsui, Shoji Makino, Tomasz M. Rutkowski
Bone-Conduction-Based Brain Computer Interface Paradigm - EEG Signal Processing, Feature Extraction and Classification. SITIS (2013)
Shota Kono, Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
EEG Signal Processing and Classification for the Novel Tactile-Force Brain-Computer Interface Paradigm. SITIS (2013)
Yoshihiro Matsumoto, Shoji Makino, Koichi Mori, Tomasz M. Rutkowski
Classifying P300 responses to vowel stimuli for auditory brain-computer interface. APSIPA (2013)
Nozomu Nishikawa, Yoshihiro Matsumoto, Shoji Makino, Tomasz M. Rutkowski
The Spatial Real and Virtual Sound Stimuli Optimization for the Auditory BCI CoRR (2012)
Hiromu Mori, Yoshihiro Matsumito, Shoji Makino, Victor V. Kryssanov, Tomasz M. Rutkowski
Vibrotactile stimulus frequency optimization for the haptic BCI prototype. SCIS&ISIS (2012)
Esteve Gallego-Jutglà, Tomasz M. Rutkowski, Andrzej Cichocki, Jordi Solé-Casals
EEG Signal Analysis via a Cleaning Procedure based on Multivariate Empirical Mode Decomposition. IJCCI (2012)
Yoshihiro Matsumoto, Nozomu Nishikawa, Takeshi Yamada, Shoji Makino, Tomasz M. Rutkowski
Auditory Steady-State Response Stimuli based BCI Application - The Optimization of the Stimuli Types and Lengths CoRR (2012)
Md. Khademul Islam Molla, Md. Rabiul Islam, Toshihisa Tanaka, Tomasz M. Rutkowski
Artifact suppression from EEG signals using data adaptive time domain filtering. Neurocomputing 97 (2012)
Tomasz M. Rutkowski, Hiromu Mori, Yoshihiro Matsumoto, Zhenyu Cai, Moonjeong Chang, Nozomu Nishikawa, Shoji Makino, Koichi Mori
Haptic BCI Paradigm based on Somatosensory Evoked Potential CoRR (2012)
Moonjeong Chang, Nozomu Nishikawa, Zhenyu Cai, Shoji Makino, Tomasz M. Rutkowski
Psychophysical Responses Comparison in Spatial Visual, Audiovisual, and Auditory BCI-Spelling Paradigms CoRR (2012)
Moonjeong Chang, Nozomu Nishikawa, Zhenyu Cai, Shoji Makino, Tomasz M. Rutkowski
Psychophysical responses comparison in spatial visual, audiovisual, and auditory BCI-spelling paradigms. SCIS&ISIS (2012)
M. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski
Multivariate EMD based approach to EOG artifacts separation from EEG. ICASSP (2012)
Hiromu Mori, Yoshihiro Matsumito, Shoji Makino, Victor V. Kryssanov, Tomasz M. Rutkowski
Vibrotactile Stimulus Frequency Optimization for the Haptic BCI Prototype CoRR (2012)
Teruaki Kaniwa, Hiroko Terasawa, Masaki Matsubara, Tomasz M. Rutkowski, Shoji Makino
EEG steady state synchrony patterns sonification. APSIPA (2012)
Zhenyu Cai, Shoji Makino, Takeshi Yamada, Tomasz M. Rutkowski
Spatial Auditory BCI Paradigm Utilizing N200 and P300 Responses CoRR (2012)
Yoshihiro Matsumoto, Nozomu Nishikawa, Shoji Makino, Takeshi Yamada, Tomasz M. Rutkowski
Auditory steady-state response stimuli based BCI application - the optimization of the stimuli types and lengths. APSIPA (2012)
Zhenyu Cai, Shoji Makino, Takeshi Yamada, Tomasz M. Rutkowski
Spatial auditory BCI paradigm utilizing N200 and P300 responses. APSIPA (2012)
Nozomu Nishikawa, Yoshihiro Matsumoto, Shoji Makino, Tomasz M. Rutkowski
The spatial real and virtual sound stimuli optimization for the auditory BCI. APSIPA (2012)
Mosabber Uddin Ahmed, Naveed ur Rehman, David Looney, Tomasz M. Rutkowski, Preben Kidmose, Danilo P. Mandic
Multivariate entropy analysis with data-driven scales. ICASSP (2012)
Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki, Donna Erickson, Jianting Cao, Danilo P. Mandic
Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms. Comput. Hum. Behav. 27 (5) (2011)
Esteve Gallego-Jutglà, Jordi Solé-Casals, Tomasz M. Rutkowski, Andrzej Cichocki
Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals. IJCCI (NCTA) (2011)
Hiroshi Higashi, Tomasz M. Rutkowski, Yoshikazu Washizawa, Andrzej Cichocki, Toshihisa Tanaka
EEG auditory steady state responses classification for the novel BCI. EMBC (2011)
Tomasz M. Rutkowski
Auditory Brain-Computer/Machine-Interface Paradigms Design. HAID (2011)
Tomasz M. Rutkowski, Andrzej Cichocki, Danilo P. Mandic, Toyoaki Nishida
Emotional empathy transition patterns from human brain responses in interactive communication situations - Brain-computer and machine interactive interfacing approach. AI Soc. 26 (3) (2011)
Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Andrzej Cichocki
Separation of EOG artifacts from EEG signals using bivariate EMD. ICASSP (2010)
Yoshikazu Washizawa, Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki
Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. ICONIP (2) (2010)
Qi-Wei Shi, Wei Zhou, Jianting Cao, Danilo P. Mandic, Toshihisa Tanaka, Tomasz M. Rutkowski, Ru-Bin Wang
An Auditory Oddball Based Brain-Computer Interface System Using Multivariate EMD. ICIC (2) (2010)
Tomasz M. Rutkowski, Danilo P. Mandic, Andrzej Cichocki, Andrzej W. Przybyszewski
Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis. J. Circuits Syst. Comput. 19 (1) (2010)
Qi-Wei Shi, Ju-Hong Yang, Jianting Cao, Toshihisa Tanaka, Tomasz M. Rutkowski, Ru-Bin Wang, Hui-Li Zhu
EMD Based Power Spectral Pattern Analysis for Quasi-Brain-Death EEG. ICIC (2) (2009)
Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Danilo P. Mandic, Jianting Cao, Anca L. Ralescu
Multichannel spectral pattern separation - An EEG processing application -. ICASSP (2009)
David Looney, Naveed ur Rehman, Danilo P. Mandic, Tomasz M. Rutkowski, Alla Heidenreich, Dagmar Beyer
Conditioning multimodal information for smart environments. ICDSC (2009)
Justin Dauwels, Tomasz M. Rutkowski, François B. Vialatte, Andrzej Cichocki
On the synchrony of empirical mode decompositions with application to electroencephalography. ICASSP (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tomasz M. Rutkowski