Motoaki Kawanabe

Advanced Telecommunications Research Institute International — Japan

Computer Science · Physical Sciences

32h-index7.6kcitations165works0.62yr avg
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Research Topics

Blind Source Separation Techniques(50), EEG and Brain-Computer Interfaces(39), Neural dynamics and brain function(32), Neural Networks and Applications(23), Functional Brain Connectivity Studies(22)

Publications165 total

An EEG dataset with carbon wire loops in cognitive tasks and resting state inside and outside MR scanners
Scientific Data·2026Open Access
HEEGNet: Hyperbolic Embeddings for EEG
arXiv (Cornell University)·2026Open Access
HEEGNet: Hyperbolic Embeddings for EEG
ArXiv.org·2026Open Access
SPD Matrix Learning for Neuroimaging Analysis: Perspectives, Methods, and Challenges
ArXiv.org·2025Open Access
Leveraging Simultaneous EEG-fMRI for Functional Connectivity Biomarker Estimation in Schizophrenia: Insights from EEG Neurofeedback Training in Healthy Individuals
2025Open Access
SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG
arXiv (Cornell University)·2024Open Access
Answerability Fields: Answerable Location Estimation via Diffusion Models
2024
Map-based Modular Approach for Zero-shot Embodied Question Answering
2024· 3 cited
Answerability Fields: Answerable Location Estimation via Diffusion Models
arXiv (Cornell University)·2024Open Access
Map-based Modular Approach for Zero-shot Embodied Question Answering
arXiv (Cornell University)·2024Open Access
Cross3DVG: Cross-Dataset 3D Visual Grounding on Different RGB-D Scans
2024· 4 cited
Test-retest reliability of EEG microstate metrics for evaluating noise reductions in simultaneous EEG-fMRI
Imaging Neuroscience·2024· 2 citedOpen Access
Evaluation method for noise reduction in simultaneous EEG-fMRI measurement using Test-retest reliability of EEG microstate
The Proceedings of the Annual Convention of the Japanese Psychological Association·2024Open Access
Geometric Deep Learning to Enhance Imbalanced Domain Adaptation in EEG
2024Open Access
CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data
arXiv (Cornell University)·2023· 1 citedOpen Access
Estimation of the functional connectivity-based biomarkers for schizophrenia and depression using machine learning and simultaneous EEG-fMRI; towards to EEG-neurofeedback training
Neuroscience Applied·2023Open Access
Event-related microstate dynamics represents working memory performance
NeuroImage·2022· 18 citedOpen Access
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
arXiv (Cornell University)·2022· 17 citedOpen Access
ScanQA: 3D Question Answering for Spatial Scene Understanding
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 122 cited
Controlling The Fréchet Variance Improves Batch Normalization on the Symmetric Positive Definite Manifold
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 3 cited
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Frequent Co-authors

Klaus‐Robert Müller(22), Masashi Sugiyama(10), Wojciech Samek(8), Carmen Vidaurre(7), K. Müller(5), Andreas Ziehe(5), Paul von Bünau(4), Atsunori Kanemura(4), Takeshi OGAWA(4), Shin Ishii(4), Alexander Binder(4), Benjamin Blankertz(3), Ryota Tomioka(3), Stefan Harmeling(3), Shinichi Nakajima(3), Koji Tsuda(3), Hiroshi Morioka(3), Jun-ichiro Hirayama(3), Шун-ичи Амари(3), Taiji Suzuki(2)