Degree

• Ph.D（The University of Electro-Communications 2024-09）

Research History

Education

Awards

Others

Papers

• TF2AngleNet: Continuous finger joint angle estimation based on multidimensional time–frequency features of sEMG signals（2025-09） [DOI]
• Intra- and inter-channel deep convolutional neural network with dynamic label smoothing for multichannel biosignal analysis（2025-03） [DOI]
• Postural Synergy Analysis of Continuous Hand Movements for Application to Prosthetic Hands（2024-10-26） [DOI] [Othres link]
• Analysis of Typical Features Using an Angle-to-sEMG Decoder Model（2024-10-26） [DOI] [Othres link]
• Dynamic Label Smoothing Strategy for Biosignal Classification（2024-04-14） [DOI] [Othres link]
• A Strain Gauge Based FMG Sensor for sEMG-FMG Dual Modal Measurement of Muscle Activity Associated with Hand Gestures（2023-10-10） [DOI] [Othres link]
• A Layered sEMG–FMG Hybrid Sensor for Hand Motion Recognition From Forearm Muscle Activities（2023-10） [DOI] [Othres link]
• Conditional Generative Adversarial Network-based Finger Position Estimation for Controlling Multi-Degrees-of-Freedom Myoelectric Prosthetic Hands（2023-03-24） [DOI] [Othres link]
• An improved multi-input deep convolutional neural network for automatic emotion recognition（2022-10-04） [DOI] [Othres link]
• Neural activities classification of left and right finger gestures during motor execution and motor imagery（2020-07-02） [DOI] [Othres link]

Misc

Presentations

• Dynamic Label Smoothingを用いた生体信号分類のための領域汎化，（2023-09）

Books and Other Publications

Works

Research Projects

Media Coverage

Industrial Property Rights

Professional Memberships

Committee Memberships

Teaching Experience

Social Contribution

Academic Contribution