Toshihisa Tanaka

About Toshihisa Tanaka

Toshihisa Tanaka, With an exceptional h-index of 34 and a recent h-index of 25 (since 2020), a distinguished researcher at Tokyo University of Agriculture and Technology, specializes in the field of Signal Processing, Biomedical Engineering, Biosignal Informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Wearable EEG-Based Depth of Anesthesia Monitoring: A Non-Parametric Feature Set

Efficient Nonparametric Tensor Decomposition for Binary and Count Data

Detection of Epileptic Seizures in Long Eeg Recordings Using an Anomaly Detector with Artifact Rejection

EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification

Feasibility of decoding covert speech in ECoG with a Transformer trained on overt speech

Undirected Probabilistic Model for Tensor Decomposition

Nonparametric tensor ring decomposition with scalable amortized inference

Toshihisa Tanaka Information

University

Position

___

Citations(all)

4918

Citations(since 2020)

2303

Cited By

3620

hIndex(all)

34

hIndex(since 2020)

25

i10Index(all)

112

i10Index(since 2020)

68

Email

University Profile Page

Tokyo University of Agriculture and Technology

Google Scholar

View Google Scholar Profile

Toshihisa Tanaka Skills & Research Interests

Signal Processing

Biomedical Engineering

Biosignal Informatics

Top articles of Toshihisa Tanaka

Title

Journal

Author(s)

Publication Date

Wearable EEG-Based Depth of Anesthesia Monitoring: A Non-Parametric Feature Set

IEEE Sensors Journal

Mohammad Shahbakhti

Roza Krycinska

Matin Beiramvand

Naser Hakimi

Tarmo Lipping

...

2024/4/23

Efficient Nonparametric Tensor Decomposition for Binary and Count Data

arXiv preprint arXiv:2401.07711

Zerui Tao

Toshihisa Tanaka

Qibin Zhao

2024/1/15

Detection of Epileptic Seizures in Long Eeg Recordings Using an Anomaly Detector with Artifact Rejection

Kazi Mahmudul Hassan

Xuyang Zhao

Hidenori Sugano

Toshihisa Tanaka

2024/4/14

EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge

arXiv preprint arXiv:2401.05908

Xuyang Zhao

Qibin Zhao

Toshihisa Tanaka

2024/1/11

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification

arXiv preprint arXiv:2404.08917

Binghua Li

Jie Mao

Zhe Sun

Chao Li

Qibin Zhao

...

2024/4/13

Feasibility of decoding covert speech in ECoG with a Transformer trained on overt speech

bioRxiv

Shuji Komeiji

Takumi Mitsuhashi

Yasushi Iimura

Hiroharu Suzuki

Hidenori Sugano

...

2024

Undirected Probabilistic Model for Tensor Decomposition

Advances in Neural Information Processing Systems

Zerui Tao

Toshihisa Tanaka

Qibin Zhao

2024/2/13

Nonparametric tensor ring decomposition with scalable amortized inference

Neural Networks

Zerui Tao

Toshihisa Tanaka

Qibin Zhao

2024/1/1

Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization

arXiv preprint arXiv:2401.16352

Guang Lin

Chao Li

Jianhai Zhang

Toshihisa Tanaka

Qibin Zhao

2024/1/29

Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders with Mutual Information Constraints

arXiv preprint arXiv:2303.08068

Suguru Yasutomi

Toshihisa Tanaka

2023/2/3

Classification of the epileptic seizure onset zone based on partial annotation

Cognitive Neurodynamics

Xuyang Zhao

Qibin Zhao

Toshihisa Tanaka

Jordi Solé-Casals

Guoxu Zhou

...

2023/6

Estimation of Imagined Rhythms from EEG by Spatiotemporal Convolutional Neural Networks

Naoki Yoshimura

Toshihisa Tanaka

Yuta Inaba

2023/7/2

Special Issue “Machine Learning Methods for Biomedical Data Analysis”

Cesar F Caiafa

Zhe Sun

Toshihisa Tanaka

Pere Marti-Puig

Jordi Solé-Casals

2023/11/24

Causal Connectivity Network Analysis of Ictal Electrocorticogram with Temporal Lobe Epilepsy Based on Dynamic Phase Transfer Entropy

IEEE Transactions on Biomedical Engineering

Yao Miao

Hiroharu Suzuki

Hidenori Sugano

Tetsuya Ueda

Yasushi Iimura

...

2023/8/25

Machine learning and signal processing for neurotechnologies and brain-computer interactions out of the lab

Frontiers in Neuroergonomics

Haider Raza

Mahnaz Arvaneh

Toshihisa Tanaka

Masaki Nakanishi

Tomas Emmanuel Ward

2023/10/10

EEG-Based Sleep Stage Classification Using a Self-Attention Model

IEICE Technical Report; IEICE Tech. Rep.

Aozora Ito

Kosuke Fukumori

Toshihisa Tanaka

2023/5/11

P300-Based Partial Face Recognition With xDAWN Spatial Filter and Covariance Matrix

Ingon Chanpornpakdi

Toshihisa Tanaka

2023/6/25

Identification of Seizure Onset Zone from Intracranial EEG Using Source Selection-Based Domain Adaptation

Keisuke Matsubayashi

Yasushi Iimura

Takumi Mitsuhashi

Hidenori Sugano

Kosuke Fukumori

...

2023/7/24

Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis

Zerui Tao

Toshihisa Tanaka

Qibin Zhao

2023/11/14

Partial Face Visibility and Facial Cognition: An Electroencephalography and Eye-Tracking Investigation

bioRxiv

Ingon Chanpornpakdi

Yodchanan Wongsawat

Toshihisa Tanaka

2023

See List of Professors in Toshihisa Tanaka University(Tokyo University of Agriculture and Technology)

Co-Authors

H-index: 75
Danilo Mandic

Danilo Mandic

Imperial College London

H-index: 71
Antonio Ortega

Antonio Ortega

University of Southern California

H-index: 28
Simone Fiori

Simone Fiori

Università Politecnica delle Marche

H-index: 22
Masaki Nakanishi

Masaki Nakanishi

University of California, San Diego

H-index: 22
Yuichi Tanaka

Yuichi Tanaka

Tokyo University of Agriculture and Technology

H-index: 20
Md. Khademul Islam Molla

Md. Khademul Islam Molla

Rajshahi University

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