Research field (6):
Communication and network engineering
, Measurement engineering
, Human interfaces and interactions
, Database science
, Intelligent robotics
, Perceptual information processing
Research theme for competitive and other funds (28):
2023 - 2026 Green Signal and Information Processing for Sustainable Society
2021 - 2025 Brain2Music: Decoding of Music Imagery by Fusion of Neuromusicology and Informatics
2021 - 2024 補正因子を検出し発作拡延脳波より真のてんかん焦点を同定する
2020 - 2023 Theory for unified expression of recognition mechanisms and its application to machine learning
2020 - 2023 Smart Terroir: Use of Vineyard Site Evaulation Protocols to Determine Suitability of Vineyard Location and Choice of Cultivar
2020 - 2023 Extreme Signal Processing
2020 - 2023 Implementation of Intentional BMI through Large-Scale EEG Data and Calibration-Free Model Construction
2018 - 2021 Functional MRI and diffusion MRI analysis of motor function plasticity and networks utilizing machine learning.
2017 - 2020 Theory of operator manifold and its application to pattern recognition
2016 - 2019 Sparse coding with signal processing on graphs
2016 - 2018 Decoding of Imagined Rhythm from Surface Electroencephalogram
2015 - 2018 Sparse detection from multi-channel surface electroencephalogram response to visual stimuli
2014 - 2017 Manifold signal processing theory concerning metric structure and its application to biological signal processing
2014 - 2016 Early detection of motor intension by efficient decoding of electroencephalogram on the parietal lobe
2013 - 2016 The construction of EEG energy and complexity analysis theory for the consciousness quantification and the BCI application of the consciousness handicapped person
2012 - 2015 Construction and Application of Tensor Joint Diagonalization Principle for Brain Interfacing
2011 - 2014 signal manifold by extended kernel method and its application
2011 - 2012 Digital Communication Through the Brain: Modulation With PerceptualStimuli and Demodulation from the Brain
2010 - 2012 Study on the Weak Brain Activity Analysis and Recognizing Criteria for Brain Death Determination
2009 - 2011 Research of environmental factors for critical learning periods of empathy in quantitative models of animal refined psychology
2009 - 2011 Data-Driven Multichannel Signal Processing for Brain Computer Interfacing
2009 - 2010 Data-Driven Multichannel Signal Processing for Brain Computer Interfacing
2006 - 2008 Machine learning theory based on structure of signal space and its application
2006 - 2008 Development of the design theory of oversampled filter banks and the applications to signal estimation problems
2005 - 2006 Image Processing Method for Realizing Privacy Protection and Object Recognition for Fixed Monitoring Camera Systems
2003 - 2005 Kernel relative principal component analysis for pattern recognition
2003 - 2005 Time-Varying Filter Banks and Their Applications