Tomasz M Rutkowski

Researcher, Nicolaus Copernicus University

Researcher, Graduate School of Education, The University of Tokyo

Research Scientist, RIKEN AIP

Joined

May 2020

Names

Tomasz M Rutkowski (Preferred)

Tomasz Rutkowski

Tomasz Maciej Rutkowski

Tomasz M. Rutkowski

Emails

****@riken.jp (Confirmed)

****@bci-lab.info (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Nicolaus Copernicus University (umk.pl)

2022 – Present

Researcher

Graduate School of Education, The University of Tokyo (u-tokyo.ac.jp)

2019 – Present

Research Scientist

RIKEN AIP (riken.jp)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Andrzej Cichocki

2000 – 2002

Expertise

machine learning in healthcare

2011 – Present

brain-computer interface

BCI

BMI

neurotechnology

2005 – Present

Publications

SPEECH EXTRACTION BASED UPON A COMBINED SUBBAND INDEPENDENT COMPONENT ANALYSIS AND NEURAL MEMORY
Tetsuya Hoya, Allan K. Barros, Tomasz M Rutkowski, Andrzej Cichocki
- Proc. ICA2003
- Readers: Everyone
Machine learning approach for early onset dementia neurobiomarker using EEG network topology features
Tomasz M Rutkowski, Tomasz Komendzinski
- Frontiers in Human Neuroscience;17:262
- Readers: Everyone
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
Tomasz M Rutkowski
- Frontiers in Aging Neuroscience
- Readers: Everyone
Olfactory Paradigm for Reactive Brain-Computer Interface: EEG Response Spatial Visualization and Clustering
Hubert Kasprzak, Nina Niewinska, Tomasz Komendzinski, Mihoko Otake-Matsuura, Tomasz M. Rutkowski
- IJCNN 2024
- Readers: Everyone
Machine learning approach for early onset dementia neurobiomarker using EEG network topology features
Tomasz M Rutkowski
- 12 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Mild Cognitive Impairment Detection with Machine Learning and Topological Data Analysis Applied to EEG Time-series in Facial Emotion Oddball Paradigm
Tomasz M. Rutkowski, Masato S. Abe, Hikaru Sugimoto, Mihoko Otake-Matsuura
- EMBC 2023
- Readers: Everyone
Cross-cultural Evaluation of Dementia Passive BCI Neuro-biomarker Candidates
Tomasz M. Rutkowski, Stanislaw Narebski, Piotr Bekier, Tomasz Komendzinski, Hikaru Sugimoto, Mihoko Otake-Matsuura
- 2022 (modified: 25 Apr 2023)
- SCIS/ISIS 2022
- Readers: Everyone
Time-frequency analysis combined with recurrence quantification for classification of onset of dementia using data from the oddball BCI paradigm
Krystian Derezinski, Krzysztof Tolpa, Lukasz Furman, Tomasz M. Rutkowski, Wlodzislaw Duch
- 2022 (modified: 25 Apr 2023)
- SCIS/ISIS 2022
- Readers: Everyone
Dementia Digital Neuro-biomarker Study from Theta-band EEG Fluctuation Analysis in Facial and Emotional Identification Short-term Memory Oddball Paradigm
Tomasz M. Rutkowski, Masato S. Abe, Seiki Tokunaga, Tomasz Komendzinski, Mihoko Otake-Matsuura
- 2022 (modified: 25 Apr 2023)
- EMBC 2022
- Readers: Everyone
Passive BCI Oddball Paradigm for Dementia Digital Neuro-biomarker Elucidation from Attended and Inhibited ERPs Utilizing Information Geometry Classification Approaches
Tomasz M. Rutkowski, Masato S. Abe, Seiki Tokunaga, Hikaru Sugimoto, Tomasz Komendzinski, Mihoko Otake-Matsuura
- 2022 (modified: 25 Apr 2023)
- SMC 2022
- Readers: Everyone

View all 134 publications

Co-Authors

View all 113 co-authors