Tomasz Rutkowski's profile
I'm male and 38
What I do
I conduct EEG experiments (mostly steady-state evoked potentials (SSVEP, ASSR, multimedia, etc.) and analyze the multichannel data with time-frequency methods. Our goal is to find new and less “annoying” stimuli for BCI/BMI applications.
I am also interested in mental states estimation, fatigue/attention/alternates evaluation.
We also conduct experiments on emotional states and music on human emotional state influence.
Affiliations
Current affiliations
-
- Position
- researcher
- Company
- RIKEN Brain Science Institute
- Duration
- 2005 - Present
- Further information
Location
- City:
- Wako, Saitama-ken, Japan
- Hub:
- Tokyo
Interests
neurophysiological signal processing, brain activity visualization, EEG, BCI, BMI, auditory pathway modeling, multi-sensory information processing
Projects
Auditory brain computer/machine interface based on EEG.
Emotional stages estimation from EEG.
“Musical/auditory” BCI/BMI.
Time-frequency analysis of neurophysiological signals.
Publications
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Dauwels J, Vialatte F, Rutkowski T, Cichocki A. Measuring neural synchrony by message passing Advances in Neural Information Processing Systems , 361-368 (2008)
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Rutkowski T, Mandic D, Barros A. A Multimodal Approach to Communicative Interactivity Classification J VLSI Sign Process Syst Sign Im (2) , 317 - 328 (2007) (Epub 03 Jul 2007) doi: 10.1007/s11265-007-0081-6
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Rutkowski TM, Mandic D. Modelling the Communication Atmosphere - A Human Centered Multimedia Approach to Evaluate Communicative Situations Lecture Notes in Artificial Intelligence , 155–169 (2007)
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Rutkowski TM, Vialatte F, Cichocki A. , Mandic DP, Barros AK. Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach Lecture Notes in Computer Science , 1232-1239 (2006)
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Barros A, Rutkowski T, Itakura F, Ohnishi N. Estimation of speech embedded in a reverberant and noisy environment by independent component analysis and wavelets IEEE Trans. Neural Netw. (4) , 888 - 893 doi: 10.1109/TNN.2002.1021889
Contact
- email:
- tomek [ at ] brain.riken.jp
- Skype:
- tomek_in_japan
Tomasz Rutkowski's activity on Nature Network
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