Publications

Research results

  1. Rutkowski TM, Abe MS, Koculak M, Otake-Matsuura M. Cognitive Assessment Estimation from Behavioral Responses in Emotional Faces Evaluation Task - AI Regression Approach for Dementia Onset Prediction in Aging Societies. In: NeurIPS Joint Workshop on AI for Social Good - Track 1 - Producing Good Outcomes. Vancouver, Canada; 2019. p. 1-4. [arXiv copy]
  2. Rutkowski TM. Machine learning approaches in brain correlates of dementia elucidation - tensor machine learning and beyond, in Second Conference on Discrete Optimization and Machine Learning, RIKEN AIP, A. Deza, S. Pokutta, and T. Maehara, eds., Tokyo, Japan, RIKEN AIP, July 29-31, 2019, p. 12.
  3. Rutkowski TM, Koculak M, Abe MS, Otake-Matsuura M. Brain Correlates of Task–Load and Dementia Elucidation with Tensor Machine Learning Using Oddball BCI Paradigm. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP); 2019. p. 8578–8582. [arXiv copy]
  4. Rutkowski TM, Zhao Q, Abe MS, Otake-Matsuura M. Passive BCI for Task-load and Dementia Biomarker Elucidation. In: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE Engineering in Medicine and Biology Society. Berlin, Germany: IEEE Press; 2019. p. ThC01.1.
  5. Rutkowski TM, Zhao Q, Abe MS, Otake M. AI Neurotechnology for Aging Societies – Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods. In: AI for Social Good Workshop at the Neural Information Processing Systems (NeurIPS = formerly NIPS) 2018. Montreal, Canada; 2018. p. 1-4. [workshop paper repository link]
  6. Rutkowski TM. From Active Multisensory Brain-computer Interface Applications for Robotics and Artistic AR/VR Environments to Dementia Monitoring in a Passive Mode - A Human Intelligence Augmentation Approach. In: Proceedings of the 8th International Symposium for Sustainability by Engineering at Mie University (IS2EMU2018-C). Mie University, Japan. Mie University Press; 2018. p. 1–2. [J-news]
  7. Rutkowski TM. Multisensory BCIs in applications for robotics, VR/AR, art and dementia monitoring. In: Workshop on Brain-Machine Interface Systems 2018. IEEE International Conference on Systems, Man and Cybernetics. IEEE Systems, Man and Cybernetics. Miyazaki, Japan: IEEE Press; 2018. p. 18–19.