Toshihisa Tanaka

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 105

Top Venues

Publications

Binghua Li, Jie Mao, Zhe Sun, Chao Li, Qibin Zhao, Toshihisa Tanaka
MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification. CoRR (2024)
Guang Lin, Zerui Tao, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Robust Diffusion Models for Adversarial Purification. CoRR (2024)
Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka
EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge. CoRR (2024)
Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. CoRR (2024)
Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Frédéric Dehais, Yuichi Tanaka, Fabien Lotte
Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Efficient Nonparametric Tensor Decomposition for Binary and Count Data. AAAI (2024)
Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. ICLR (2024)
Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. CoRR (2024)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Nonparametric tensor ring decomposition with scalable amortized inference. Neural Networks 169 (2024)
Yao Miao, Hiroharu Suzuki, Hidenori Sugano, Tetsuya Ueda, Yasushi Iimura, Ryosuke Matsui, Toshihisa Tanaka
Causal Connectivity Network Analysis of Ictal Electrocorticogram With Temporal Lobe Epilepsy Based on Dynamic Phase Transfer Entropy. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Kazi Mahmudul Hassan, Xuyang Zhao, Hidenori Sugano, Toshihisa Tanaka
Detection of Epileptic Seizures in Long Eeg Recordings Using an Anomaly Detector with Artifact Rejection. ICASSP (2024)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Efficient Nonparametric Tensor Decomposition for Binary and Count Data. CoRR (2024)
Naoki Yoshimura, Toshihisa Tanaka, Yuta Inaba
Estimation of Imagined Rhythms from EEG by Spatiotemporal Convolutional Neural Networks. SSP (2023)
Kai Shigemi, Shuji Komeiji, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Kohei Yatabe, Toshihisa Tanaka
Synthesizing Speech from ECoG with a Combination of Transformer-Based Encoder and Neural Vocoder. ICASSP (2023)
Keisuke Matsubayashi, Yasushi Iimura, Takumi Mitsuhashi, Hidenori Sugano, Kosuke Fukumori, Xuyang Zhao, Toshihisa Tanaka
Identification of Seizure Onset Zone from Intracranial EEG Using Source Selection-Based Domain Adaptation. EMBC (2023)
Masaki Ohata, Masaya Togashi, Ingon Chanpornpakdi, Toshihisa Tanaka
Video stimuli suitable for stress estimation based on biosignals. EMBC (2023)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Undirected Probabilistic Model for Tensor Decomposition. NeurIPS (2023)
Cesar F. Caiafa, Zhe Sun, Toshihisa Tanaka, Pere Martí-Puig, Jordi Solé-Casals
Special Issue "Machine Learning Methods for Biomedical Data Analysis". Sensors 23 (23) (2023)
Suguru Yasutomi, Toshihisa Tanaka
Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders with Mutual Information Constraints. CoRR (2023)
Mitali Ahuja, Shuji Komeiji, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Toshihisa Tanaka
Multimodal recognition of speech and electrocorticogram. APSIPA ASC (2023)
Toshiki Orihara, Kazi Mahmudul Hassan, Toshihisa Tanaka
Active Selection of Source Patients in Transfer Learning for Epileptic Seizure Detection Using Riemannian Manifold. ICASSP (2023)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis. ICONIP (1) (2023)
Ingon Chanpornpakdi, Toshihisa Tanaka
Event-Related Potential in Rapid Serial Visual Presentation-based Partial Face Cognition Depends on Visible Face Components. APSIPA ASC (2023)
Ingon Chanpornpakdi, Toshihisa Tanaka
The Role of the Eyes: Investigating Face Cognition Mechanisms Using Machine Learning and Partial Face Stimuli. IEEE Access 11 (2023)
Toshihisa Tanaka, Ryo Shirai, Masanori Hashimoto
DC Magnetic Field-Based Analytical Localization Robust to Known Stationary Magnetic Object. MWSCAS (2022)
Masaki Ohata, Toshihisa Tanaka
Estimation of Stress Level Based on Biosignals in Response to Emotional Stimuli. LifeTech (2022)
Kosuke Fukumori, Noboru Yoshida, Hidenori Sugano, Madoka Nakajima, Toshihisa Tanaka
Epileptic Spike Detection Using Neural Networks With Linear-Phase Convolutions. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Shuji Komeiji, Kai Shigemi, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Toshihisa Tanaka
Transformer-Based Estimation of Spoken Sentences Using Electrocorticography. ICASSP (2022)
Donato Impedovo, Thurmon E. Lockhart, Jirí Mekyska, Bijan Najafi, Toshihisa Tanaka
IEEE Access Special Section Editorial: Behavioral Biometrics for Ehealth and Well-Being. IEEE Access 10 (2022)
Kosuke Fukumori, Noboru Yoshida, Hidenori Sugano, Madoka Nakajima, Toshihisa Tanaka
Epileptic Spike Detection by Recurrent Neural Networks with Self-Attention Mechanism. ICASSP (2022)
José Fernando Adrán Otero, Oscar Soláns Caballer, Pere Martí-Puig, Zhe Sun, Toshihisa Tanaka, Jordi Solé-Casals
Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy. ICASSP (2022)
Yao Miao, Yasushi Iimura, Hidenori Sugano, Kosuke Fukumori, Taku Shoji, Toshihisa Tanaka
Seizure Onset Zone Identification Based on Phase-Amplitude Coupling of Interictal Electrocorticogram. EMBC (2021)
Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Maame G. Asante-Mensah, Mirfarid Musavian Ghazani, Toshihisa Tanaka, Ivan V. Oseledets
Randomized algorithms for fast computation of low rank tensor ring model. Mach. Learn. Sci. Technol. 2 (1) (2021)
Xuyang Zhao, Jordi Solé-Casals, Qibin Zhao, Jianting Cao, Toshihisa Tanaka
Multi-feature Fusion for Epileptic Focus Localization Based on Tensor Representation. APSIPA ASC (2021)
Masaki Nakanishi, Yutaro Tanji, Toshihisa Tanaka
Waveform-Coded Steady-State Visual Evoked Potentials for Brain-Computer Interfaces. IEEE Access 9 (2021)
Erika Sekiguchi, Ken Kubota, Shun Nakamura, Kenichi Makita, Toshihisa Tanaka
Toward Estimation of Abnormal Brake in Autonomous Vehicles from Electroencephalogram and Heart Rate Interval. APSIPA ASC (2021)
Taku Shoji, Noboru Yoshida, Toshihisa Tanaka
Automated Detection of Abnormal EEGs in Epilepsy With a Compact and Efficient CNN Model. CoRR (2021)
Yuiko Kumagai, Toshihisa Tanaka
Detection of Note Onsets From EEG While Listening to Music. APSIPA ASC (2021)
Salman Ahmadi-Asl, Cesar F. Caiafa, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets, Jun Wang
Cross Tensor Approximation Methods for Compression and Dimensionality Reduction. IEEE Access 9 (2021)
Taku Shoji, Noboru Yoshida, Toshihisa Tanaka
Automated detection of abnormalities from an EEG recording of epilepsy patients with a compact convolutional neural network. Biomed. Signal Process. Control. 70 (2021)
Mo Xia, Linfeng Sui, Xuyang Zhao, Toshihisa Tanaka, Jianting Cao
Convolution Neural Network Recognition of Epileptic Foci Based on Composite Signal Processing of Electroencephalograph Data. KES (2021)
Xuyang Zhao, Shogo Takata, Kosuke Fukumori, Toshihisa Tanaka
Infant Posture Assessment Based on Rotational Keypoint Detection. APSIPA ASC (2021)
Zerui Tao, Xuyang Zhao, Toshihisa Tanaka, Qibin Zhao
Bayesian Latent Factor Model for Higher-order Data. ACML (2021)
Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD). IEEE Access 9 (2021)
Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Yuichi Tanaka, Fabien Lotte
Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering. EMBC (2020)
Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Stanislav Abukhovich, Toshihisa Tanaka
Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD). CoRR (2020)
Duo Wang, Toshihisa Tanaka
-Regularized Loss Minimization. IEEE Access 8 (2020)
Md. Khademul Islam Molla, Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka
Discriminative Feature Selection-Based Motor Imagery Classification Using EEG Signal. IEEE Access 8 (2020)
Takahiko Sakai, Taku Shoji, Noboru Yoshida, Kosuke Fukumori, Yuichi Tanaka, Toshihisa Tanaka
Scalpnet: Detection of Spatiotemporal Abnormal Intervals in Epileptic EEG Using Convolutional Neural Networks. ICASSP (2020)
Most. Sheuli Akter, Md. Rabiul Islam, Kosuke Fukumori, Yasushi Limura, Hidenori Sugano, Toshihisa Tanaka
Automatic Detection of Epileptic Focus in Ripple and Fast Ripple Bands of Interictal iEEG based on Multi-band Analysis. ICAIIC (2020)
Md. Khademul Islam Molla, Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka
Graph Eigen Decomposition-Based Feature-Selection Method for Epileptic Seizure Detection Using Electroencephalography. Sensors 20 (16) (2020)
Yuki Hagiwara, Toshihisa Tanaka
YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset. CoRR (2020)
Duo Wang, Toshihisa Tanaka
A Robust Method for Kernel Principal Component Analysis. ICAIIC (2020)
Most. Sheuli Akter, Md. Rabiul Islam, Toshihisa Tanaka, Yasushi Iimura, Takumi Mitsuhashi, Hidenori Sugano, Duo Wang, Md. Khademul Islam Molla
Statistical Features in High-Frequency Bands of Interictal iEEG Work Efficiently in Identifying the Seizure Onset Zone in Patients with Focal Epilepsy. Entropy 22 (12) (2020)
Xuyang Zhao, Jordi Solé-Casals, Binghua Li, Zihao Huang, Andong Wang, Jianting Cao, Toshihisa Tanaka, Qibin Zhao
Classification of Epileptic IEEG Signals by CNN and Data Augmentation. ICASSP (2020)
Yaming Hu, Shun Nakamura, Tsuyoshi Yamanaka, Toshihisa Tanaka
Physiological signals responses to normal and abnormal brake events in simulated autonomous car. APSIPA (2019)
Linfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEG. AIAI (2019)
Most. Sheuli Akter, Md. Rabiul Islam, Toshihisa Tanaka, Kosuke Fukumori, Yasushi Limura, Hidenori Sugano
Automatic Identification of Epileptic Focus on High-Frequency Components in Interictal iEEG. IIAI-AAI (2019)
Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla
Electroencephalography Based Motor Imagery Classification Using Unsupervised Feature Selection. CW (2019)
Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla
Epileptic Seizure Detection from EEG Signals Using Multiband Features with Feedforward Neural Network. CW (2019)
Qipeng Chen, Longhao Yuan, Yao Miao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition. ISNN (2) (2019)
Kosuke Fukumori, Toshihisa Tanaka
A Simple Gaussian Kernel Classifier with Automated Hyperparameter Tuning. APSIPA (2019)
Kosuke Fukumori, Hoang Thien Thu Nguyen, Noboru Yoshida, Toshihisa Tanaka
Fully Data-driven Convolutional Filters with Deep Learning Models for Epileptic Spike Detection. ICASSP (2019)
Boning Li, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
A One-Dimensional Convolutional Neural Network Model for Automated Localization of Epileptic Foci. APSIPA (2019)
Shuji Komeiji, Toshihisa Tanaka
A Language Model-Based Design of Reduced Phoneme Set for Acoustic Model. APSIPA (2019)
Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega
Eigendecomposition-Free Sampling Set Selection for Graph Signals. IEEE Trans. Signal Process. 67 (10) (2019)
Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Wanzeng Kong, Hidenori Sugano, Noboru Yoshida
Detection of Epileptic Foci Based on Interictal iEEG by Using Convolutional Neural Network. DSL (2018)
Xuyang Zhao, Toshihisa Tanaka, Wanzeng Kong, Qibin Zhao, Jianting Cao, Hidenori Sugano, Noboru Yoshida
Epileptic Focus Localization Based on iEEG by Using Positive Unlabeled (PU) Learning. APSIPA (2018)
Yutaro Tanji, Masaki Nakanishi, Kaori Suefusa, Toshihisa Tanaka
Waveform-Based Multi-Stimulus Coding for Brain-Computer Interfaces Based on Steady-State Visual Evoked Potentials. ICASSP (2018)
Akihiro Matsumoto, Toshihisa Tanaka
Cross-Modulation Response Underlying Sensorimotor Synchronization to Auditory and Visual Beats. SMC (2018)
Atsushi Kojima, Toshihisa Tanaka
Doubly Sparse Bayesian Kernel Logistic Regression. APSIPA (2018)
Tomoya Wada, Kosuke Fukumori, Toshihisa Tanaka, Simone G. O. Fiori
Generalized Gaussian Kernel Adaptive Filtering. CoRR (2018)
Kosuke Fukumori, Toshihisa Tanaka
Fully Data-Driven Optimization of Gaussian Parameters for Kernel Classifier. APSIPA (2018)
Tomoya Wada, Kosuke Fukumori, Toshihisa Tanaka
Dictionary Learning for Gaussian Kernel Adaptive Filtering with Variablekernel Center and Width. ICASSP (2018)
Kaori Suefusa, Toshihisa Tanaka
Asynchronous Brain-Computer Interfacing Based on Mixed-Coded Visual Stimuli. IEEE Trans. Biomed. Eng. 65 (9) (2018)
Tatsunori Itakura, Toshihisa Tanaka
Epileptic focus localization based on bivariate empirical mode decomposition and entropy. APSIPA (2017)
Yuri Nakasato, Toshihisa Tanaka
Analysis and prediction of "Yuru-Chara" mascot popularity using visual and auditory features. ICME Workshops (2017)
Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega
Accelerated sensor position selection using graph localization operator. ICASSP (2017)
Md. Rabiul Islam, Toshihisa Tanaka, Most. Sheuli Akter, Md. Khademul Islam Molla
Classification of motor imagery BCI using multiband tangent space mapping. DSP (2017)
Tomoya Wada, Toshihisa Tanaka
Doubly adaptive kernel filtering. APSIPA (2017)
Kaori Suefusa, Toshihisa Tanaka
Reduced calibration by efficient transformation of templates for high speed hybrid coded SSVEP brain-computer interfaces. ICASSP (2017)
Takashi Uehara, Matteo Sartori, Toshihisa Tanaka, Simone G. O. Fiori
Robust Averaging of Covariances for EEG Recordings Classification in Motor Imagery Brain-Computer Interfaces. Neural Comput. 29 (6) (2017)
Shohei Ogai, Toshihisa Tanaka
A drag-and-drop type human computer interaction technique based on electrooculogram. APSIPA (2017)
Yuiko Kumagai, Mahnaz Arvaneh, Haruki Okawa, Tomoya Wada, Toshihisa Tanaka
Classification of familiarity based on cross-correlation features between EEG and music. EMBC (2017)
Duo Wang, Toshihisa Tanaka
Sparse kernel principal component analysis based on elastic net regularization. IJCNN (2016)
Gaochao Cui, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Andrzej Cichocki
Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation. ICONIP (1) (2016)
Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Toshihisa Tanaka, Takashi Uehara, Yuichi Tanaka
Dimensionality reduction of sample covariance matrices by graph fourier transform for motor imagery brain-machine interface. SSP (2016)
Md. Rabiul Islam, Toshihisa Tanaka, Masaki Nakanishi, Md. Khademul Islam Molla
Frequency recognition of steady-state visually evoked potentials using binary subband canonical correlation analysis with reduced dimension of reference signals. ICASSP (2016)
Kaori Suefusa, Toshihisa Tanaka
Decoding of responses to mixed frequency and phase coded visual stimuli using multiset canonical correlation analysis. EMBC (2016)
Naoki Morikawa, Toshihisa Tanaka
Sparse spatial filtering in frequency domain of multi-channel EEG for frequency and phase detection. APSIPA (2016)
Shingo Ryu, Hiroshi Higashi, Toshihisa Tanaka, Shigeki Nakauchi, Tetsuto Minami
Spatial smoothing of canonical correlation analysis for steady state visual evoked potential based brain computer interfaces. EMBC (2016)
Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
Smoothing of xDAWN spatial filters for robust extraction of event-related potentials. APSIPA (2016)
Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega
Efficient sensor position selection using graph signal sampling theory. ICASSP (2016)
Md. Rabiul Islam, Toshihisa Tanaka, Naoki Morikawa, Md. Khademul Islam Molla
Frequency recognition for SSVEP-based BCI with data adaptive reference signals. DSP (2015)
Md. Khademul Islam Molla, Toshihisa Tanaka, Tatsuhiko Osa, Md. Rabiul Islam
EEG signal enhancement using multivariate wavelet transform. DSP (2015)
Toshihisa Tanaka
Dictionary-based online kernel principal subspace analysis with double orthogonality preservation. ICASSP (2015)
Naoki Tomida, Toshihisa Tanaka, Shunsuke Ono, Masao Yamagishi, Hiroshi Higashi
Active Data Selection for Motor Imagery EEG Classification. IEEE Trans. Biomed. Eng. 62 (2) (2015)
Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification. APSIPA (2015)
Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
Tangent-Bundle Maps on the Grassmann Manifold: Application to Empirical Arithmetic Averaging. IEEE Trans. Signal Process. 63 (1) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Toshihisa Tanaka