34 citations · 176 across the 29 of their papers we have counts for
30 papers
Cognitive Assessment Estimation from Behavioral Responses in Emotional Faces Evaluation Task -- AI Regression Approach for Dementia Onset Prediction in Aging Societies
Tomasz M. Rutkowski, Masato S. Abe, Marcin Koculak +1
We present a practical health-theme machine learning (ML) application concerning `AI for social good' domain for `Producing Good Outcomes' track. In particular, the solution is con…
Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm
Tomasz M. Rutkowski, Marcin Koculak, Masato S. Abe +1
Dementia in the elderly has recently become the most usual cause of cognitive decline. The proliferation of dementia cases in aging societies creates a remarkable economic as well…
AI Neurotechnology for Aging Societies -- Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods
Tomasz M. Rutkowski, Qibin Zhao, Masao S. Abe +1
Dementia and especially Alzheimer's disease (AD) are the most common causes of cognitive decline in elderly people. A spread of the above mentioned mental health problems in aging…
Visual Motion Onset Brain-computer Interface
Jair Pereira Junior, Caio Teixeira, Tomasz M. Rutkowski
The paper presents a study of two novel visual motion onset stimulus-based brain-computer interfaces (vmoBCI). Two settings are compared with afferent and efferent to a computer sc…
Chromatic and High-frequency cVEP-based BCI Paradigm
Daiki Aminaka, Shoji Makino, Tomasz M. Rutkowski
We present results of an approach to a code-modulated visual evoked potential (cVEP) based brain-computer interface (BCI) paradigm using four high-frequency flashing stimuli. To ge…
Inter-stimulus Interval Study for the Tactile Point-pressure Brain-computer Interface
Kensuke Shimizu, Shoji Makino, Tomasz M. Rutkowski
The paper presents a study of an inter-stimulus interval (ISI) influence on a tactile point-pressure stimulus-based brain-computer interface's (tpBCI) classification accuracy. A no…