Adaptive rhythmic component extractionwith regularization for EEG data analysis. - Yuki Saito 007; Toshihisa Tanaka 001; Hiroshi Higashi (ICASSP, 2009)

Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. - Yoshikazu Washizawa; Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka 001; Andrzej Cichocki (ICONIP (2), 2010)

Rhythmic component extraction considering phase alignment and the application to motor imagery-based brain computer interfacing. - Hiroshi Higashi; Toshihisa Tanaka 001; Yasue Mitsukura (IJCNN, 2010)

EEG auditory steady state responses classification for the novel BCI. - Hiroshi Higashi; Tomasz M. Rutkowski; Yoshikazu Washizawa; Andrzej Cichocki; Toshihisa Tanaka 001 (EMBC, 2011)

Optimal design of a bank of spatio-temporal filters for EEG signal classification. - Hiroshi Higashi; Toshihisa Tanaka 001 (EMBC, 2011)

Classification by weighting for spatio-frequency components of EEG signal during motor imagery. - Hiroshi Higashi; Toshihisa Tanaka 001 (ICASSP, 2011)

Toward multi-command auditory brain computer interfacing using speech stimuli. - Shuho Yoshimoto; Yoshikazu Washizawa; Toshihisa Tanaka 001; Hiroshi Higashi; Jun Tamura (APSIPA, 2012)

Time sparsification of EEG signals in motor-imagery based brain computer interfaces. - Hiroshi Higashi; Toshihisa Tanaka 001 (EMBC, 2012)

Regularization using geometric information between sensors capturing features from brain signals. - Hiroshi Higashi; Andrzej Cichocki; Toshihisa Tanaka 001 (ICASSP, 2012)

A simple platform of brain-controlled mobile robot and its implementation by SSVEP. - Cheng Zhang; Yosuke Kimura; Hiroshi Higashi; Toshihisa Tanaka 001 (IJCNN, 2012)

SSVEP frequency detection methods considering background EEG. - Toshihisa Tanaka 001; Cheng Zhang; Hiroshi Higashi (SCIS&ISIS, 2012)

Band selection by criterion of common spatial patterns for motor imagery based brain machine interfaces. - Hiroshi Higashi; Toshihisa Tanaka 001 (APSIPA, 2013)

Regularization using similarities of signals observed in nearby sensors for feature extraction of brain signals. - Hiroshi Higashi; Toshihisa Tanaka 001 (EMBC, 2013)

A joint tensor diagonalization approach to active data selection for EEG classification. - Naoki Tomida; Hiroshi Higashi; Toshihisa Tanaka 001 (ICASSP, 2013)

Common Spatio-Time-Frequency Patterns for Motor Imagery-Based Brain Machine Interfaces. - Hiroshi Higashi; Toshihisa Tanaka 001 (Comput. Intell. Neurosci., 2013)

Simultaneous Design of FIR Filter Banks and Spatial Patterns for EEG Signal Classification. - Hiroshi Higashi; Toshihisa Tanaka 001 (IEEE Trans. Biomed. Eng., 2013)

SSVEP-Based Brain-Computer Interfaces Using FSK-Modulated Visual Stimuli. - Yosuke Kimura; Toshihisa Tanaka 001; Hiroshi Higashi; Naoki Morikawa (IEEE Trans. Biomed. Eng., 2013)

Smoothing of spatial filter by graph Fourier transform for EEG signals. - Hiroshi Higashi; Toshihisa Tanaka 001; Yuichi Tanaka 001 (APSIPA, 2014)

Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification. - Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka 001; Yuichi Tanaka 001 (APSIPA, 2015)

Active Data Selection for Motor Imagery EEG Classification. - Naoki Tomida; Toshihisa Tanaka 001; Shunsuke Ono; Masao Yamagishi; Hiroshi Higashi (IEEE Trans. Biomed. Eng., 2015)

Smoothing of xDAWN spatial filters for robust extraction of event-related potentials. - Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka 001; Yuichi Tanaka 001 (APSIPA, 2016)

Spatial smoothing of canonical correlation analysis for steady state visual evoked potential based brain computer interfaces. - Shingo Ryu; Hiroshi Higashi; Toshihisa Tanaka 001; Shigeki Nakauchi; Tetsuto Minami (EMBC, 2016)

Functional illumination supporting the visual detection of plaques. - Taisei Kondo; Juan Luis Nieves; Eva M. Valero; Hiroshi Higashi; Shigeki Nakauchi (CIC, 2016)

Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials. - Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka 001; Yuichi Tanaka 001 (IEEE J. Sel. Top. Signal Process., 2016)

Brain Dynamics Encoding from Visual Input during Free Viewing of Natural Videos. - Zhen Liang; Hiroshi Higashi; Shigeyuki Oba; Shin Ishii (IJCNN, 2019)

Supervised Single-channel EEG Decomposition using Detector-kernel Networks for Noise Reduction. - Hiroshi Higashi (APSIPA ASC, 2023)

Marine Snow Removal Benchmarking Dataset. - Reina Kaneko; Yuya Sato; Takumi Ueda; Hiroshi Higashi; Yuichi Tanaka 001 (APSIPA ASC, 2023)

EEG study on anticipation of difficulty for upcoming auditory task. - Zichen Song; Hiroshi Higashi; Shin Ishii (APSIPA ASC, 2023)

The Optimization of the Light-Source Spectrum Utilizing Neural Networks for Detecting Oral Lesions. - Kenichi Ito; Hiroshi Higashi; Ari Hietanen; Pauli Fält; Kyoko Hine; Markku Hauta-Kasari; Shigeki Nakauchi (J. Imaging, 2023)

Dimension-wise Sequential Update for Learning a Multidimensional Environment in Humans. - Hiroshi Higashi (J. Cogn. Neurosci., 2023)

Graph Filter Transfer for Time-Varying Signal Estimation Between Two Networks. - Tsutahiro Fukuhara; Junya Hara; Hiroshi Higashi; Yuichi Tanaka 001 (APSIPA, 2024)

Dynamic Sensor Placement on Graphs Based on Graph Signal Sampling Theory. - Saki Nomura; Junya Hara; Hiroshi Higashi; Yuichi Tanaka 001 (APSIPA, 2024)

EEG markers for anticipated difficulty of future visual task. - Zichen Song; Hiroshi Higashi; Shin Ishii (EMBC, 2024)

Sensor Placement Problem on Networks for Sensors with Multiple Specifications. - Junya Hara; Shunsuke Ono; Hiroshi Higashi; Yuichi Tanaka 001 (EUSIPCO, 2024)

Interpretable Graph Signal Denoising Using Regularization by Denoising. - Hayate Kojima; Hiroshi Higashi; Yuichi Tanaka 001 (EUSIPCO, 2024)

Optimizing k in kNN Graphs with Graph Learning Perspective. - Asuka Tamaru; Junya Hara; Hiroshi Higashi; Yuichi Tanaka 001; Antonio Ortega (ICASSP, 2024)

Lossy Compression of Adjacency Matrices by Graph Filter Banks. - Kenta Yanagiya; Junya Hara; Hiroshi Higashi; Yuichi Tanaka 001; Antonio Ortega (ICASSP, 2024)

Multiscale Graph Construction Using Non-Local Cluster Features. - Reina Kaneko; Hayate Kojima; Kenta Yanagiya; Junya Hara; Hiroshi Higashi; Yuichi Tanaka 001 (MLSP, 2024)

Denoising for Neuromorphic Cameras Based on Graph Spectral Features. - Shimpei Harada; Junya Hara; Hiroshi Higashi; Yuichi Tanaka 001 (MMSP, 2024)

Chromatic Alpha Complex Generation for EEG Signal Classification. - Srikireddy Dhanunjay Reddy; Tharun Kumar Reddy; Hiroshi Higashi (NCC, 2024)

Physics-Inspired Synthesized Underwater Image Dataset. - Reina Kaneko; Hiroshi Higashi; Yuichi Tanaka 001 (CoRR, 2024)

Efficient Learning of Balanced Signed Graphs via Iterative Linear Programming. - Haruki Yokota; Hiroshi Higashi; Yuichi Tanaka 001; Gene Cheung (ICASSP, 2025)

Joint Graph Estimation and Signal Restoration for Robust Federated Learning. - Tsutahiro Fukuhara; Junya Hara; Hiroshi Higashi; Yuichi Tanaka 001 (CoRR, 2025)

Efficient Learning of Balanced Signed Graphs via Sparse Linear Programming. - Haruki Yokota; Hiroshi Higashi; Yuichi Tanaka 001; Gene Cheung (CoRR, 2025)