Toshihisa Tanaka

222 papers A* 3B 11C 9Misc 33Journal 75Unranked 91

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Classification of epileptic seizure onset zone from iEEG by reweighting augmented samples. Biomed. Signal Process. Control. Xuyang Zhao, Qibin Zhao, Andong Wang, Hidenori Sugano, Toshihisa Tanaka
2026	J	`jnl`	Structured Unitary Tensor Network Representations for Circuit-Efficient Quantum Data Encoding. CoRR Guang Lin, Toshihisa Tanaka, Qibin Zhao
2025	J	`jnl`	Adversarial guided diffusion models for adversarial purification. Neural Networks Guang Lin, Zerui Tao, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
2025	J	`jnl`	Cross-patient Seizure Onset Zone Classification by Patient-Dependent Weight. CoRR Xuyang Zhao, Hidenori Sugano, Toshihisa Tanaka
2025	B	`conf`	Eye-tracking analysis of expertise-based visual behavior in 8K video quality assessment. ETRA Yasuko Sugito, Toshihisa Tanaka
2025	J	`jnl`	MR-EEGWaveNet: Multiresolutional EEGWaveNet for Seizure Detection from Long EEG Recordings. CoRR Kazi Mahmudul Hassan, Xuyang Zhao, Hidenori Sugano, Toshihisa Tanaka
2025	J	`jnl`	Mirror Descent and Exponentiated Gradient Algorithms Using Trace-Form Entropies. Entropy Andrzej Cichocki, Toshihisa Tanaka, Frank Nielsen, Sergio Cruces
2025	J	`jnl`	Mirror Descent and Novel Exponentiated Gradient Algorithms Using Trace-Form Entropies and Deformed Logarithms. CoRR Andrzej Cichocki, Toshihisa Tanaka, Sergio Cruces
2025	J	`jnl`	Model-Free Adversarial Purification via Coarse-To-Fine Tensor Network Representation. CoRR Guang Lin, Duc Thien Nguyen, Zerui Tao, Konstantinos Slavakis, Toshihisa Tanaka, Qibin Zhao
2025	—	`conf`	Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks. MICCAI (4) Binghua Li, Ziqing Chang, Tong Liang, Chao Li, Toshihisa Tanaka, Shigeki Aoki, Qibin Zhao, Zhe Sun
2025	J	`jnl`	Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks. CoRR Binghua Li, Ziqing Chang, Tong Liang, Chao Li, Toshihisa Tanaka, Shigeki Aoki, Qibin Zhao, Zhe Sun
2025	J	`jnl`	SingLEM: Single-Channel Large EEG Model. CoRR Jamiyan Sukhbaatar, Satoshi Imamura, Ibuki Inoue, Shoya Murakami, Kazi Mahmudul Hassan, Seungwoo Han, Ingon Chanpornpakdi, Toshihisa Tanaka
2025	J	`jnl`	SleepSatelightFTC: A Lightweight and Interpretable Deep Learning Model for Single-Channel EEG-Based Sleep Stage Classification. IEEE Access Aozora Ito, Toshihisa Tanaka
2025	J	`jnl`	Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders With Mutual Information Constraints. IEEE Trans. Knowl. Data Eng. Suguru Yasutomi, Toshihisa Tanaka
2025	—	`conf`	Toward Designing a Reduced Phone Set Using Text Decoding Accuracy Estimates in Speech BCI. BIOSTEC (1) Shuji Komeiji, Koichi Shinoda, Toshihisa Tanaka
2024	A*	`conf`	Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. ICLR Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
2024	J	`jnl`	Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. CoRR Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
2024	J	`jnl`	Causal Connectivity Network Analysis of Ictal Electrocorticogram With Temporal Lobe Epilepsy Based on Dynamic Phase Transfer Entropy. IEEE Trans. Biomed. Eng. Yao Miao, Hiroharu Suzuki, Hidenori Sugano, Tetsuya Ueda, Yasushi Iimura, Ryosuke Matsui, Toshihisa Tanaka
2024	J	`jnl`	Corrections to "Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)". IEEE Access Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
2024	Misc	`conf`	Detection of Epileptic Seizures in Long Eeg Recordings Using an Anomaly Detector with Artifact Rejection. ICASSP Kazi Mahmudul Hassan, Xuyang Zhao, Hidenori Sugano, Toshihisa Tanaka
2024	A*	`conf`	Efficient Nonparametric Tensor Decomposition for Binary and Count Data. AAAI Zerui Tao, Toshihisa Tanaka, Qibin Zhao
2024	J	`jnl`	Efficient Nonparametric Tensor Decomposition for Binary and Count Data. CoRR Zerui Tao, Toshihisa Tanaka, Qibin Zhao
2024	—	`conf`	Electroencenphalogram-Based Effective Features for Sustained Attention Assessment in Conversation. APSIPA Masaya Togashi, Ingon Chanpornpakdi, Toshihisa Tanaka
2024	J	`jnl`	EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge. CoRR Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka
2024	J	`jnl`	Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. IEEE Access Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
2024	J	`jnl`	Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. CoRR Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
2024	—	`conf`	Is Attention All You Need for EEG to Predict Neurological Outcomes in Cardiac Arrest? BHI Jefferson Dionisio, Muhammad Rizwan, Hidetaka Suzuki, Kazi Mahmudul Hassan, Ingon Chanpornpakdi, Lian-Yu Lin, Toshihisa Tanaka, Che Lin
2024	—	`conf`	LightIED: Explainable AI with Light CNN for Interictal Epileptiform Discharge Detection. EMBC Ibuki Inoue, Xuyang Zhao, Shuji Komeiji, Noboru Yoshida, Hidenori Sugano, Madoka Nakajima, Toshihisa Tanaka
2024	J	`jnl`	MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification. CoRR Binghua Li, Jie Mao, Zhe Sun, Chao Li, Qibin Zhao, Toshihisa Tanaka
2024	J	`jnl`	Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification. IEEE Trans. Biomed. Eng. Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Frédéric Dehais, Yuichi Tanaka, Fabien Lotte
2024	J	`jnl`	Nonparametric tensor ring decomposition with scalable amortized inference. Neural Networks Zerui Tao, Toshihisa Tanaka, Qibin Zhao
2024	J	`jnl`	Robust Diffusion Models for Adversarial Purification. CoRR Guang Lin, Zerui Tao, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
2024	J	`jnl`	Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis. CoRR Zerui Tao, Toshihisa Tanaka, Qibin Zhao
2023	Misc	`conf`	Active Selection of Source Patients in Transfer Learning for Epileptic Seizure Detection Using Riemannian Manifold. ICASSP Toshiki Orihara, Kazi Mahmudul Hassan, Toshihisa Tanaka
2023	—	`conf`	Estimation of Imagined Rhythms from EEG by Spatiotemporal Convolutional Neural Networks. SSP Naoki Yoshimura, Toshihisa Tanaka, Yuta Inaba
2023	—	`conf`	Event-Related Potential in Rapid Serial Visual Presentation-based Partial Face Cognition Depends on Visible Face Components. APSIPA ASC Ingon Chanpornpakdi, Toshihisa Tanaka
2023	—	`conf`	Identification of Seizure Onset Zone from Intracranial EEG Using Source Selection-Based Domain Adaptation. EMBC Keisuke Matsubayashi, Yasushi Iimura, Takumi Mitsuhashi, Hidenori Sugano, Kosuke Fukumori, Xuyang Zhao, Toshihisa Tanaka
2023	—	`conf`	Multimodal recognition of speech and electrocorticogram. APSIPA ASC Mitali Ahuja, Shuji Komeiji, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Toshihisa Tanaka
2023	—	`conf`	Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis. ICONIP (1) Zerui Tao, Toshihisa Tanaka, Qibin Zhao
2023	J	`jnl`	Special Issue "Machine Learning Methods for Biomedical Data Analysis". Sensors Cesar F. Caiafa, Zhe Sun, Toshihisa Tanaka, Pere Martí-Puig, Jordi Solé-Casals
2023	Misc	`conf`	Synthesizing Speech from ECoG with a Combination of Transformer-Based Encoder and Neural Vocoder. ICASSP Kai Shigemi, Shuji Komeiji, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Kohei Yatabe, Toshihisa Tanaka
2023	J	`jnl`	The Role of the Eyes: Investigating Face Cognition Mechanisms Using Machine Learning and Partial Face Stimuli. IEEE Access Ingon Chanpornpakdi, Toshihisa Tanaka
2023	A*	`conf`	Undirected Probabilistic Model for Tensor Decomposition. NeurIPS Zerui Tao, Toshihisa Tanaka, Qibin Zhao
2023	—	`conf`	Video stimuli suitable for stress estimation based on biosignals. EMBC Masaki Ohata, Masaya Togashi, Ingon Chanpornpakdi, Toshihisa Tanaka
2022	J	`jnl`	Epileptic Spike Detection Using Neural Networks With Linear-Phase Convolutions. IEEE J. Biomed. Health Informatics Kosuke Fukumori, Noboru Yoshida, Hidenori Sugano, Madoka Nakajima, Toshihisa Tanaka
2022	Misc	`conf`	Epileptic Spike Detection by Recurrent Neural Networks with Self-Attention Mechanism. ICASSP Kosuke Fukumori, Noboru Yoshida, Hidenori Sugano, Madoka Nakajima, Toshihisa Tanaka
2022	—	`conf`	Estimation of Stress Level Based on Biosignals in Response to Emotional Stimuli. LifeTech Masaki Ohata, Toshihisa Tanaka
2022	J	`jnl`	IEEE Access Special Section Editorial: Behavioral Biometrics for Ehealth and Well-Being. IEEE Access Donato Impedovo, Thurmon E. Lockhart, Jirí Mekyska, Bijan Najafi, Toshihisa Tanaka
2022	Misc	`conf`	Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy. ICASSP José Fernando Adrán Otero, Oscar Soláns Caballer, Pere Martí-Puig, Zhe Sun, Toshihisa Tanaka, Jordi Solé-Casals
2022	Misc	`conf`	Transformer-Based Estimation of Spoken Sentences Using Electrocorticography. ICASSP Shuji Komeiji, Kai Shigemi, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Toshihisa Tanaka
2021	J	`jnl`	Automated detection of abnormalities from an EEG recording of epilepsy patients with a compact convolutional neural network. Biomed. Signal Process. Control. Taku Shoji, Noboru Yoshida, Toshihisa Tanaka
2021	C	`conf`	Bayesian Latent Factor Model for Higher-order Data. ACML Zerui Tao, Xuyang Zhao, Toshihisa Tanaka, Qibin Zhao
2021	B	`conf`	Convolution Neural Network Recognition of Epileptic Foci Based on Composite Signal Processing of Electroencephalograph Data. KES Mo Xia, Linfeng Sui, Xuyang Zhao, Toshihisa Tanaka, Jianting Cao
2021	J	`jnl`	Cross Tensor Approximation Methods for Compression and Dimensionality Reduction. IEEE Access Salman Ahmadi-Asl, Cesar F. Caiafa, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets, Jun Wang
2021	—	`conf`	Multi-feature Fusion for Epileptic Focus Localization Based on Tensor Representation. APSIPA ASC Xuyang Zhao, Jordi Solé-Casals, Qibin Zhao, Jianting Cao, Toshihisa Tanaka
2021	J	`jnl`	Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD). IEEE Access Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
2021	J	`jnl`	Randomized algorithms for fast computation of low rank tensor ring model. Mach. Learn. Sci. Technol. Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Maame G. Asante-Mensah, Mirfarid Musavian Ghazani, Toshihisa Tanaka, Ivan V. Oseledets
2021	—	`conf`	Seizure Onset Zone Identification Based on Phase-Amplitude Coupling of Interictal Electrocorticogram. EMBC Yao Miao, Yasushi Iimura, Hidenori Sugano, Kosuke Fukumori, Taku Shoji, Toshihisa Tanaka
2021	J	`jnl`	Waveform-Coded Steady-State Visual Evoked Potentials for Brain-Computer Interfaces. IEEE Access Masaki Nakanishi, Yutaro Tanji, Toshihisa Tanaka
2020	—	`conf`	A Robust Method for Kernel Principal Component Analysis. ICAIIC Duo Wang, Toshihisa Tanaka
2020	—	`conf`	Automatic Detection of Epileptic Focus in Ripple and Fast Ripple Bands of Interictal iEEG based on Multi-band Analysis. ICAIIC Most. Sheuli Akter, Md. Rabiul Islam, Kosuke Fukumori, Yasushi Limura, Hidenori Sugano, Toshihisa Tanaka
2020	Misc	`conf`	Classification of Epileptic IEEG Signals by CNN and Data Augmentation. ICASSP Xuyang Zhao, Jordi Solé-Casals, Binghua Li, Zihao Huang, Andong Wang, Jianting Cao, Toshihisa Tanaka, Qibin Zhao
2020	—	`conf`	Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering. EMBC Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Yuichi Tanaka, Fabien Lotte
2020	J	`jnl`	Discriminative Feature Selection-Based Motor Imagery Classification Using EEG Signal. IEEE Access Md. Khademul Islam Molla, Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka
2020	J	`jnl`	Graph Eigen Decomposition-Based Feature-Selection Method for Epileptic Seizure Detection Using Electroencephalography. Sensors Md. Khademul Islam Molla, Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka
2020	J	`jnl`	Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD). CoRR Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Stanislav Abukhovich, Toshihisa Tanaka
2020	J	`jnl`	Robust Kernel Principal Component Analysis With ℓ IEEE Access Duo Wang, Toshihisa Tanaka
2020	Misc	`conf`	Scalpnet: Detection of Spatiotemporal Abnormal Intervals in Epileptic EEG Using Convolutional Neural Networks. ICASSP Takahiko Sakai, Taku Shoji, Noboru Yoshida, Kosuke Fukumori, Yuichi Tanaka, Toshihisa Tanaka
2020	J	`jnl`	Statistical Features in High-Frequency Bands of Interictal iEEG Work Efficiently in Identifying the Seizure Onset Zone in Patients with Focal Epilepsy. Entropy Most. Sheuli Akter, Md. Rabiul Islam, Toshihisa Tanaka, Yasushi Iimura, Takumi Mitsuhashi, Hidenori Sugano, Duo Wang, Md. Khademul Islam Molla
2019	—	`conf`	A Language Model-Based Design of Reduced Phoneme Set for Acoustic Model. APSIPA Shuji Komeiji, Toshihisa Tanaka
2019	—	`conf`	A One-Dimensional Convolutional Neural Network Model for Automated Localization of Epileptic Foci. APSIPA Boning Li, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
2019	—	`conf`	A Simple Gaussian Kernel Classifier with Automated Hyperparameter Tuning. APSIPA Kosuke Fukumori, Toshihisa Tanaka
2019	—	`conf`	Automatic Identification of Epileptic Focus on High-Frequency Components in Interictal iEEG. IIAI-AAI Most. Sheuli Akter, Md. Rabiul Islam, Toshihisa Tanaka, Kosuke Fukumori, Yasushi Limura, Hidenori Sugano
2019	J	`jnl`	Eigendecomposition-Free Sampling Set Selection for Graph Signals. IEEE Trans. Signal Process. Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega
2019	C	`conf`	Electroencephalography Based Motor Imagery Classification Using Unsupervised Feature Selection. CW Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla
2019	C	`conf`	Epileptic Seizure Detection from EEG Signals Using Multiband Features with Feedforward Neural Network. CW Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla
2019	Misc	`conf`	Fully Data-driven Convolutional Filters with Deep Learning Models for Epileptic Spike Detection. ICASSP Kosuke Fukumori, Hoang Thien Thu Nguyen, Noboru Yoshida, Toshihisa Tanaka
2019	Misc	`conf`	Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEG. AIAI Linfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
2019	—	`conf`	Physiological signals responses to normal and abnormal brake events in simulated autonomous car. APSIPA Yaming Hu, Shun Nakamura, Tsuyoshi Yamanaka, Toshihisa Tanaka
2019	—	`conf`	Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition. ISNN (2) Qipeng Chen, Longhao Yuan, Yao Miao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
2018	J	`jnl`	Asynchronous Brain-Computer Interfacing Based on Mixed-Coded Visual Stimuli. IEEE Trans. Biomed. Eng. Kaori Suefusa, Toshihisa Tanaka
2018	—	`conf`	Detection of Epileptic Foci Based on Interictal iEEG by Using Convolutional Neural Network. DSP Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Wanzeng Kong, Hidenori Sugano, Noboru Yoshida
2018	Misc	`conf`	Dictionary Learning for Gaussian Kernel Adaptive Filtering with Variablekernel Center and Width. ICASSP Tomoya Wada, Kosuke Fukumori, Toshihisa Tanaka
2018	—	`conf`	Doubly Sparse Bayesian Kernel Logistic Regression. APSIPA Atsushi Kojima, Toshihisa Tanaka
2018	—	`conf`	Epileptic Focus Localization Based on iEEG by Using Positive Unlabeled (PU) Learning. APSIPA Xuyang Zhao, Toshihisa Tanaka, Wanzeng Kong, Qibin Zhao, Jianting Cao, Hidenori Sugano, Noboru Yoshida
2018	—	`conf`	Fully Data-Driven Optimization of Gaussian Parameters for Kernel Classifier. APSIPA Kosuke Fukumori, Toshihisa Tanaka
2018	J	`jnl`	Generalized Gaussian Kernel Adaptive Filtering. CoRR Tomoya Wada, Kosuke Fukumori, Toshihisa Tanaka, Simone G. O. Fiori
2018	Misc	`conf`	Waveform-Based Multi-Stimulus Coding for Brain-Computer Interfaces Based on Steady-State Visual Evoked Potentials. ICASSP Yutaro Tanji, Masaki Nakanishi, Kaori Suefusa, Toshihisa Tanaka
2017	—	`conf`	A drag-and-drop type human computer interaction technique based on electrooculogram. APSIPA Shohei Ogai, Toshihisa Tanaka
2017	Misc	`conf`	Accelerated sensor position selection using graph localization operator. ICASSP Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega
2017	—	`conf`	Analysis and prediction of "Yuru-Chara" mascot popularity using visual and auditory features. ICME Workshops Yuri Nakasato, Toshihisa Tanaka
2017	—	`conf`	Classification of familiarity based on cross-correlation features between EEG and music. EMBC Yuiko Kumagai, Mahnaz Arvaneh, Haruki Okawa, Tomoya Wada, Toshihisa Tanaka
2017	—	`conf`	Classification of motor imagery BCI using multiband tangent space mapping. DSP Md. Rabiul Islam, Toshihisa Tanaka, Most. Sheuli Akter, Md. Khademul Islam Molla
2017	—	`conf`	Doubly adaptive kernel filtering. APSIPA Tomoya Wada, Toshihisa Tanaka
2017	—	`conf`	Epileptic focus localization based on bivariate empirical mode decomposition and entropy. APSIPA Tatsunori Itakura, Toshihisa Tanaka
2017	Misc	`conf`	Reduced calibration by efficient transformation of templates for high speed hybrid coded SSVEP brain-computer interfaces. ICASSP Kaori Suefusa, Toshihisa Tanaka
2017	J	`jnl`	Robust Averaging of Covariances for EEG Recordings Classification in Motor Imagery Brain-Computer Interfaces. Neural Comput. Takashi Uehara, Matteo Sartori, Toshihisa Tanaka, Simone G. O. Fiori
2016	—	`conf`	Decoding of responses to mixed frequency and phase coded visual stimuli using multiset canonical correlation analysis. EMBC Kaori Suefusa, Toshihisa Tanaka
2016	—	`conf`	Dimensionality reduction of sample covariance matrices by graph fourier transform for motor imagery brain-machine interface. SSP Toshihisa Tanaka, Takashi Uehara, Yuichi Tanaka
2016	—	`conf`	Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation. ICONIP (1) Gaochao Cui, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Andrzej Cichocki
2016	Misc	`conf`	Efficient sensor position selection using graph signal sampling theory. ICASSP Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega
2016	Misc	`conf`	Frequency recognition of steady-state visually evoked potentials using binary subband canonical correlation analysis with reduced dimension of reference signals. ICASSP Md. Rabiul Islam, Toshihisa Tanaka, Masaki Nakanishi, Md. Khademul Islam Molla
2016	J	`jnl`	Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials. IEEE J. Sel. Top. Signal Process. Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
2016	—	`conf`	Smoothing of xDAWN spatial filters for robust extraction of event-related potentials. APSIPA Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
2016	B	`conf`	Sparse kernel principal component analysis based on elastic net regularization. IJCNN Duo Wang, Toshihisa Tanaka
2016	—	`conf`	Sparse spatial filtering in frequency domain of multi-channel EEG for frequency and phase detection. APSIPA Naoki Morikawa, Toshihisa Tanaka
2016	—	`conf`	Spatial smoothing of canonical correlation analysis for steady state visual evoked potential based brain computer interfaces. EMBC Shingo Ryu, Hiroshi Higashi, Toshihisa Tanaka, Shigeki Nakauchi, Tetsuto Minami
2015	J	`jnl`	Active Data Selection for Motor Imagery EEG Classification. IEEE Trans. Biomed. Eng. Naoki Tomida, Toshihisa Tanaka, Shunsuke Ono, Masao Yamagishi, Hiroshi Higashi
2015	—	`conf`	Analysis of Brain-Death EEG Data Using 2T-EMD Algorithm. SITIS Daren Zheng, Gaochao Cui, Jianting Cao, Toshihisa Tanaka
2015	Misc	`conf`	Dictionary-based online kernel principal subspace analysis with double orthogonality preservation. ICASSP Toshihisa Tanaka
2015	—	`conf`	EEG signal enhancement using multivariate wavelet transform. DSP Md. Khademul Islam Molla, Toshihisa Tanaka, Tatsuhiko Osa, Md. Rabiul Islam
2015	Misc	`conf`	Efficient construction of dictionaries for kernel adaptive filtering in a dynamic environment. ICASSP Taichi Ishida, Toshihisa Tanaka
2015	—	`conf`	Frequency recognition for SSVEP-BCI using reference signals with dominant stimulus frequency. APSIPA Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla, Most. Sheuli Akter
2015	—	`conf`	Frequency recognition for SSVEP-based BCI with data adaptive reference signals. DSP Md. Rabiul Islam, Toshihisa Tanaka, Naoki Morikawa, Md. Khademul Islam Molla
2015	Misc	`conf`	Phase-based detection of intentional state for asynchronous brain-computer interface. ICASSP Kaori Suefusa, Toshihisa Tanaka
2015	—	`conf`	Responses in posterior parietal cortex to movement intention task with visual and tactile cues. EMBC Yusuke Kamikawa, Toshihisa Tanaka
2015	—	`conf`	Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification. APSIPA Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Yuichi Tanaka
2015	J	`jnl`	Tangent-Bundle Maps on the Grassmann Manifold: Application to Empirical Arithmetic Averaging. IEEE Trans. Signal Process. Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
2014	C	`conf`	A brain-computer interface using binary phase-shift keying visual stimuli. ICARCV Naoki Morikawa, Toshihisa Tanaka
2014	—	`conf`	A reduced rank approach for covariance matrix estimation in EEG signal classification. EMBC Naoki Tomida, Masao Yamagishi, Isao Yamada, Toshihisa Tanaka
2014	—	`conf`	Acoustic Beamforming with Maximum SNR Criterion and Efficient Generalized Eigenvector Tracking. PCM Toshihisa Tanaka, Mitsuaki Shiono
2014	B	`conf`	EEG energy analysis for evaluating consciousness level using dynamic MEMD. IJCNN Gaochao Cui, Yunchao Yin, Toshihisa Tanaka, Jianting Cao
2014	Misc	`conf`	Mixed maps for learning a Kolmogoroff-Nagumo-type average element on the compact Stiefel manifold. ICASSP Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
2014	—	`conf`	Parameter estimation for von mises-fisher mixture model via Gaussian distribution. APSIPA Suguru Yasutomi, Toshihisa Tanaka
2014	—	`conf`	Phase detection of multi-channel SSVEPs via complex sparse spatial weighting. APSIPA Keita Shimpo, Toshihisa Tanaka
2014	—	`conf`	Smoothing of spatial filter by graph Fourier transform for EEG signals. APSIPA Hiroshi Higashi, Toshihisa Tanaka, Yuichi Tanaka
2014	—	`conf`	Visually stimulated brain-computer interfaces compete with eye tracking interfaces when using small targets. EMBC Kaori Suefusa, Toshihisa Tanaka
2013	Misc	`conf`	A joint tensor diagonalization approach to active data selection for EEG classification. ICASSP Naoki Tomida, Hiroshi Higashi, Toshihisa Tanaka
2013	—	`conf`	Asynchronous brain-computer interfacing based on intended movement direction. EMBC Keita Shimpo, Toshihisa Tanaka
2013	—	`conf`	Band selection by criterion of common spatial patterns for motor imagery based brain machine interfaces. APSIPA Hiroshi Higashi, Toshihisa Tanaka
2013	J	`jnl`	Common Spatio-Time-Frequency Patterns for Motor Imagery-Based Brain Machine Interfaces. Comput. Intell. Neurosci. Hiroshi Higashi, Toshihisa Tanaka
2013	—	`conf`	Detection of phase synchronization in EEG with Bivariate Empirical Mode Decomposition. EMBC Kenji Tanaka, Yuji Mizuno, Toshihisa Tanaka, Keiichi Kitajo
2013	—	`conf`	Dynamic approximate entropy with band filtering for patient's EEG consciousness analysis. BIBM Yunchao Yin, Daren Zheng, Jianting Cao, Toshihisa Tanaka
2013	J	`jnl`	Empirical Arithmetic Averaging Over the Compact Stiefel Manifold. IEEE Trans. Signal Process. Tetsuya Kaneko, Simone G. O. Fiori, Toshihisa Tanaka
2013	J	`jnl`	Mixed Maps for Kolmogoroff-Nagumo-Type Averaging on the Compact Stiefel Manifold CoRR Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
2013	—	`conf`	Multikernel adaptive filters with multiple dictionaries and regularization. APSIPA Taichi Ishida, Toshihisa Tanaka
2013	Misc	`conf`	Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition. ICASSP Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Kenji Tanaka
2013	—	`conf`	Regularization using similarities of signals observed in nearby sensors for feature extraction of brain signals. EMBC Hiroshi Higashi, Toshihisa Tanaka
2013	J	`jnl`	SSVEP-Based Brain-Computer Interfaces Using FSK-Modulated Visual Stimuli. IEEE Trans. Biomed. Eng. Yosuke Kimura, Toshihisa Tanaka, Hiroshi Higashi, Naoki Morikawa
2013	J	`jnl`	Simultaneous Design of FIR Filter Banks and Spatial Patterns for EEG Signal Classification. IEEE Trans. Biomed. Eng. Hiroshi Higashi, Toshihisa Tanaka
2012	—	`conf`	A comparison of two algorithmic recipes to parametrize rectangular orthogonal matrices. APSIPA Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
2012	Misc	`conf`	A method to compute averages over the compact Stiefel manifold. ICASSP Tetsuya Kaneko, Toshihisa Tanaka, Simone G. O. Fiori
2012	B	`conf`	A simple platform of brain-controlled mobile robot and its implementation by SSVEP. IJCNN Cheng Zhang, Yosuke Kimura, Hiroshi Higashi, Toshihisa Tanaka
2012	Misc	`conf`	Adaptive kernel principal components tracking. ICASSP Toshihisa Tanaka, Yoshikazu Washizawa, Anthony Kuh
2012	—	`conf`	Approximate solutions and performance bounds for the sensor placement problem. SmartGridComm Muhammad Sharif Uddin, Anthony Kuh, Aleksandar Kavcic, Toshihisa Tanaka
2012	J	`jnl`	Artifact suppression from EEG signals using data adaptive time domain filtering. Neurocomputing Md. Khademul Islam Molla, Md. Rabiul Islam, Toshihisa Tanaka, Tomasz M. Rutkowski
2012	—	`conf`	EEG energy analysis based on MEMD with ICA pre-processing. APSIPA Yunchao Yin, Jianting Cao, Toshihisa Tanaka
2012	B	`conf`	Learning on the compact Stiefel manifold by a cayley-transform-based pseudo-retraction map. IJCNN Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
2012	Misc	`conf`	Multivariate EMD based approach to EOG artifacts separation from EEG. ICASSP M. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski
2012	—	`conf`	Phase-based brain consciousness analysis. EMBC Ling Li, David Looney, Cheolsoo Park, Toshihisa Tanaka, Jianting Cao, Danilo P. Mandic
2012	Misc	`conf`	Regularization using geometric information between sensors capturing features from brain signals. ICASSP Hiroshi Higashi, Andrzej Cichocki, Toshihisa Tanaka
2012	—	`conf`	SSVEP frequency detection methods considering background EEG. SCIS&ISIS Toshihisa Tanaka, Cheng Zhang, Hiroshi Higashi
2012	—	`conf`	Time sparsification of EEG signals in motor-imagery based brain computer interfaces. EMBC Hiroshi Higashi, Toshihisa Tanaka
2012	—	`conf`	Toward multi-command auditory brain computer interfacing using speech stimuli. APSIPA Shuho Yoshimoto, Yoshikazu Washizawa, Toshihisa Tanaka, Hiroshi Higashi, Jun Tamura
2011	Misc	`conf`	A machine learning based approach to weather parameter estimation in Doppler weather radar. ICASSP Satoshi Kon, Toshihisa Tanaka, Humihiko Mizutani, Masakazu Wada
2011	C	`conf`	An objective criterion for the comparison of reconstructed images. ICICS Rachel Mabanag Chong, Toshihisa Tanaka
2011	Misc	`conf`	Classification by weighting for spatio-frequency components of EEG signal during motor imagery. ICASSP Hiroshi Higashi, Toshihisa Tanaka
2011	—	`conf`	Detection of motion blur direction based on maxima locations for blind deconvolution. Image Processing: Algorithms and Systems Rachel Mabanag Chong, Toshihisa Tanaka
2011	—	`conf`	Dimension Reduction of RCE Signal by PCA and LPP for Estimation of the Sleeping. ISNN (3) Yohei Tomita, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao
2011	—	`conf`	EEG auditory steady state responses classification for the novel BCI. EMBC Hiroshi Higashi, Tomasz M. Rutkowski, Yoshikazu Washizawa, Andrzej Cichocki, Toshihisa Tanaka
2011	J	`jnl`	EEG data analysis based on EMD for coma and quasi-brain-death patients. J. Exp. Theor. Artif. Intell. Qi-Wei Shi, Ju-Hong Yang, Jianting Cao, Toshihisa Tanaka, Rubin Wang, Hui-Li Zhu
2011	J	`jnl`	Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms. Comput. Hum. Behav. Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki, Donna Erickson, Jianting Cao, Danilo P. Mandic
2011	J	`jnl`	Maxima Exploitation for Reference Blurring Function in Motion Deconvolution. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Rachel Mabanag Chong, Toshihisa Tanaka
2011	—	`conf`	Optimal design of a bank of spatio-temporal filters for EEG signal classification. EMBC Hiroshi Higashi, Toshihisa Tanaka
2011	J	`jnl`	Region-based weighted-norm with adaptive regularization for resolution enhancement. Digit. Signal Process. Osama A. Omer, Toshihisa Tanaka
2010	—	`conf`	An Auditory Oddball Based Brain-Computer Interface System Using Multivariate EMD. ICIC (2) Qi-Wei Shi, Wei Zhou, Jianting Cao, Danilo P. Mandic, Toshihisa Tanaka, Tomasz M. Rutkowski, Ru-Bin Wang
2010	J	`jnl`	Blind extraction of global signal from multi-channel noisy observations. IEEE Trans. Neural Networks Yoshikazu Washizawa, Yukihiko Yamashita, Toshihisa Tanaka, Andrzej Cichocki
2010	—	`conf`	Blur Identification Based on Maxima Locations for Color Image Restoration. MUE Rachel Mabanag Chong, Toshihisa Tanaka
2010	—	`conf`	Brain-Computer Interface System Using Approximate Entropy and EMD Techniques. ICSI (2) Qi-Wei Shi, Wei Zhou, Jianting Cao, Toshihisa Tanaka, Ru-Bin Wang
2010	—	`conf`	Dynamic Extension of Approximate Entropy Measure for Brain-Death EEG. ISNN (2) Qi-Wei Shi, Jianting Cao, Wei Zhou, Toshihisa Tanaka, Ru-Bin Wang
2010	B	`conf`	EEG frequency analysis for dozing detection system. IJCNN Yohei Tomita, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao
2010	J	`jnl`	Extraction of High-Resolution Frame from Low-Resolution Video Sequence Using Region-Based Motion Estimation. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Osama A. Omer, Toshihisa Tanaka
2010	Misc	`conf`	Finding initial values for time-varying joint diagonalization. ICASSP Gen Hori, Toshihisa Tanaka
2010	J	`jnl`	Image Superresolution Based on Locally Adaptive Mixed-Norm. J. Electr. Comput. Eng. Osama A. Omer, Toshihisa Tanaka
2010	J	`jnl`	Moving Picture Coding by Lapped Transform and Edge Adaptive Deblocking Filter with Zero Pruning SPIHT. IEICE Trans. Inf. Syst. Nasharuddin Zainal, Toshihisa Tanaka, Yukihiko Yamashita
2010	B	`conf`	Rhythmic component extraction considering phase alignment and the application to motor imagery-based brain computer interfacing. IJCNN Hiroshi Higashi, Toshihisa Tanaka, Yasue Mitsukura
2010	Misc	`conf`	Separation of EOG artifacts from EEG signals using bivariate EMD. ICASSP Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Andrzej Cichocki
2010	—	`conf`	Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. ICONIP (2) Yoshikazu Washizawa, Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki
2009	J	`jnl`	A Design of Apparent-Age Estimation System by the Empirical Mode Decomposition. J. Circuits Syst. Comput. Hironobu Fukai, Hironori Takimoto, Yasue Mitsukura, Toshihisa Tanaka, Minoru Fukumi
2009	Misc	`conf`	Adaptive rhythmic component extractionwith regularization for EEG data analysis. ICASSP Yuki Saito, Toshihisa Tanaka, Hiroshi Higashi
2009	J	`jnl`	An algorithm to compute averages on matrix Lie groups. IEEE Trans. Signal Process. Simone G. O. Fiori, Toshihisa Tanaka
2009	B	`conf`	Analysis of the EEG during the sleeping by the rhythmic component extraction. RO-MAN Yohei Tomita, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao
2009	J	`jnl`	Detection and Classification of Invariant Blurs. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Rachel Mabanag Chong, Toshihisa Tanaka
2009	—	`conf`	EMD Based Power Spectral Pattern Analysis for Quasi-Brain-Death EEG. ICIC (2) Qi-Wei Shi, Ju-Hong Yang, Jianting Cao, Toshihisa Tanaka, Tomasz M. Rutkowski, Ru-Bin Wang, Hui-Li Zhu
2009	J	`jnl`	Empirical Mode Decomposition Method for MEG Phantom Data Analysis. J. Circuits Syst. Comput. Ju-Hong Yang, Yuki Saito, Qi-Wei Shi, Jianting Cao, Toshihisa Tanaka, Tsunehiro Takeda
2009	J	`jnl`	Fast Generalized Eigenvector Tracking Based on the Power Method. IEEE Signal Process. Lett. Toshihisa Tanaka
2009	J	`jnl`	Image Restoration Based on Adaptive Directional Regularization. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Osama A. Omer, Toshihisa Tanaka
2009	B	`conf`	Learning averages over the lie group of symmetric positive-definite matrices. IJCNN Simone G. O. Fiori, Toshihisa Tanaka
2009	C	`conf`	Learning-machines-committee Averages over the Unitary Group of Matrices. ISCAS Simone G. O. Fiori, Toshihisa Tanaka
2009	J	`jnl`	Measurement of Similarity between Latent Variables. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Takahiro Murakami, Toshihisa Tanaka, Yoshihisa Ishida
2009	Misc	`conf`	Multichannel spectral pattern separation - An EEG processing application -. ICASSP Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Danilo P. Mandic, Jianting Cao, Anca L. Ralescu
2009	J	`jnl`	Privacy Protection by Masking Moving Objects for Security Cameras. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Kenichi Yabuta, Hitoshi Kitazawa, Toshihisa Tanaka
2009	C	`conf`	Region-Based Super Resolution for Video Sequences Considering Registration Error. PSIVT Osama A. Omer, Toshihisa Tanaka
2009	—	`conf`	Super-resolution based on blind deconvolution using similarity of power spectra. ICDSC Toshihisa Tanaka, Ryo Miyamoto, Rachel Mabanag Chong
2009	J	`jnl`	Time-Domain Blind Signal Separation of Convolutive Mixtures via Multidimensional Independent Component Analysis. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Takahiro Murakami, Toshihisa Tanaka, Yoshihisa Ishida
2008	J	`jnl`	Advances in blind signal processing. Neurocomputing Deniz Erdogmus, Danilo P. Mandic, Toshihisa Tanaka
2008	C	`conf`	An averaging method for a committee of special-orthogonal-group machines. ISCAS Simone G. O. Fiori, Toshihisa Tanaka
2008	—	`conf`	Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. ICONIP (1) Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Anca L. Ralescu, Danilo P. Mandic
2008	J	`jnl`	Demosaicking Based on Optimization and Projection in Different Frequency Bands. EURASIP J. Image Video Process. Osama A. Omer, Toshihisa Tanaka
2008	—	`conf`	Image Extrema Analysis and Blur Detection with Identification. SITIS Rachel Mabanag Chong, Toshihisa Tanaka
2008	—	`conf`	Pitch Shifting of Music Based on Adaptive Order Estimation of Linear Predictor. PCM Naoki Koshikawa, Takahiro Murakami, Toshihisa Tanaka
2008	Misc	`conf`	Rhythmic component extraction for multi-channel EEG data analysis. ICASSP Toshihisa Tanaka, Yuki Saito
2007	—	`conf`	Blood Volume Signal Analysis with Empirical Mode Decomposition. DSP George Souretis, Danilo P. Mandic, Massimo Grisseli, Toshihisa Tanaka, Marc M. Van Hulle
2007	J	`jnl`	Complex Empirical Mode Decomposition. IEEE Signal Process. Lett. Toshihisa Tanaka, Danilo P. Mandic
2007	—	`conf`	Least Squares Approximate Joint Diagonalization on the Orthogonal Group. ICASSP (2) Toshihisa Tanaka, Simone G. O. Fiori
2007	—	`conf`	Rotation Invariant Complex Empirical Mode Decomposition. ICASSP (3) Muhammad Altaf, Temujin Gautama, Toshihisa Tanaka, Danilo P. Mandic
2007	C	`conf`	Super-resolution based on region-matching motion estimation. VCIP Osama A. Omer, Toshihisa Tanaka
2006	J	`jnl`	A Direct Design of Oversampled Perfect Reconstruction FIR Filter Banks. IEEE Trans. Signal Process. Toshihisa Tanaka
2006	B	`conf`	A Fast Predictive Lossless Coder for fMRI Data Sets. ICIP Toshihisa Tanaka, Yumi Murakami, Fabian J. Theis
2006	—	`conf`	A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. KES (3) Yoshikazu Washizawa, Toshihisa Tanaka, Danilo P. Mandic, Andrzej Cichocki
2006	—	`conf`	A new concept of real-time security camera monitoring with privacy protection by masking moving objects. Real-Time Image Processing Kenichi Yabuta, Hitoshi Kitazawa, Toshihisa Tanaka
2006	—	`conf`	Region-Based Sub-pixel Motion Estimation from Noisy, Blurred, and Down-Sampled Sequences. PCM Osama A. Omer, Toshihisa Tanaka
2006	—	`conf`	Simultaneous Tracking of the Best Basis in Reduced-Rank Wiener Filter. ICASSP (3) Toshihisa Tanaka, Simone G. O. Fiori
2006	—	`conf`	Sparseness by Iterative Projections Onto Spheres. ICASSP (5) Fabian J. Theis, Toshihisa Tanaka
2006	J	`jnl`	Variable-length lapped transforms with a combination of multiple synthesis filter banks for image coding. IEEE Trans. Image Process. Toshihisa Tanaka, Yasutaka Hirasawa, Yukihiko Yamashita
2005	—	`conf`	A Fast and Efficient Method for Compressing fMRI Data Sets. ICANN (2) Fabian J. Theis, Toshihisa Tanaka
2005	—	`conf`	A New Concept of Security Camera Monitoring with Privacy Protection by Masking Moving Objects. PCM (1) Kenichi Yabuta, Hitoshi Kitazawa, Toshihisa Tanaka
2005	—	`conf`	First results on uniqueness of sparse non-negative matrix factorization. EUSIPCO Fabian J. Theis, Kurt Stadlthanner, Toshihisa Tanaka
2005	J	`jnl`	Generalized weighted rules for principal components tracking. IEEE Trans. Signal Process. Toshihisa Tanaka
2005	J	`jnl`	Stereophonic noise reduction using a combined sliding subspace projection and adaptive signal enhancement. IEEE Trans. Speech Audio Process. Tetsuya Hoya, Toshihisa Tanaka, Andrzej Cichocki, Takahiro Murakami, Gen Hori, Jonathon A. Chambers
2004	—	`conf`	Kernel Relative Principal Component Analysis for Pattern Recognition. SSPR/SPR Yoshikazu Washizawa, Kenji Hikida, Toshihisa Tanaka, Yukihiko Yamashita
2004	—	`conf`	Subband decomposition independent component analysis and new performance criteria. ICASSP (5) Toshihisa Tanaka, Andrzej Cichocki