Takayuki Hoshino

According to our database, Takayuki Hoshino authored at least 35 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comparison of fine-tuned single-source and multi-source approaches to surface electromyogram pattern recognition.

Takayuki Hoshino, Suguru Kanoga, Masashi Tsubaki, Atsushi Aoyama

Biomed. Signal Process. Control., 2024

Evaluating the Impact of Replay-Based Continual Learning on Long-Term sEMG Pattern Recognition in Instance-Incremental Learning.

Yuto Okawa, Suguru Kanoga, Takayuki Hoshino, Shin-nosuke Ishikawa

IEEE Access, 2024

Human-Centered Intention Refinement for LLM-based Domain-Data Analysis Using Iterative Prompt Generation.

Daichi Ohnami, Rentaro Yoshioka, Takayuki Hoshino

Proceedings of the IEEE Region 10 Conference, 2024

A Recurrent Deep Learning-Based Monthly Deforestation Prediction Model in Eight Areas for Brazilian Amazon: A Pilot Study.

Suguru Kanoga, Takeshi Nomaguchi, Yusuke Kobayashi, Takayuki Hoshino, Chiaki Tsutsumi, Ryu Sugimoto, Toru Kouyama, Ryosuke Nakamura

Proceedings of the IGARSS 2024, 2024

Deep Generative Replay-based Class-incremental Continual Learning in sEMG-based Pattern Recognition.

Suguru Kanoga, Ryo Karakida, Takayuki Hoshino, Yuto Okawa, Mitsunori Tada

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Channel- and Label-Flip Data Augmentation for Motor Imagery-Based Brain-Computer Interfaces.

Takayuki Hoshino, Suguru Kanoga, Atsushi Aoyama

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Comparison of seven shallow and deep regressors in continuous blood pressure and heart rate estimation using single-channel photoplethysmograms under three evaluation cases.

Suguru Kanoga, Takayuki Hoshino, Satoshi Kamei, Takehito Kobayashi, Tsuguo Ohmori, Masaaki Uchiyama, Mitsunori Tada

Biomed. Signal Process. Control., August, 2023

2022

Comparing subject-to-subject transfer learning methods in surface electromyogram-based motion recognition with shallow and deep classifiers.

Takayuki Hoshino, Suguru Kanoga, Masashi Tsubaki, Atsushi Aoyama

Neurocomputing, 2022

Subject-transfer framework with unlabeled data based on multiple distance measures for surface electromyogram pattern recognition.

Suguru Kanoga, Takayuki Hoshino, Hideki Asoh

Biomed. Signal Process. Control., 2022

A Style Transfer Mapping and Fine-Tuning Subject Transfer Framework Using Convolutional Neural Networks for Surface Electromyogram Pattern Recognition.

Suguru Kanoga, Takayuki Hoshino, Mitsunori Tada

Proceedings of the IEEE International Conference on Acoustics, 2022

Sequential Learning on sEMGs in Short- and Long-term Situations via Self-training Semi-supervised Support Vector Machine.

Yuto Okawa, Suguru Kanoga, Takayuki Hoshino, Tohru Nitta

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Semi-supervised style transfer mapping-based framework for sEMG-based pattern recognition with 1- or 2-DoF forearm motions.

Suguru Kanoga, Takayuki Hoshino, Hideki Asoh

Biomed. Signal Process. Control., 2021

UI Method to Support Knowledge Creation in Hybrid Museum Experience.

Toru Tamahashi, Rentaro Yoshioka, Takayuki Hoshino

Proceedings of the 14th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2021

Design of a Knowledge Experience Based Environment for Museum Data Exploration and Knowledge Creation.

Takayuki Hoshino, Rentaro Yoshioka, Yukihide Kohira

Proceedings of the 14th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2021

Time-domain Mixup Source Data Augmentation of sEMGs for Motion Recognition towards Efficient Style Transfer Mapping.

Suguru Kanoga, Tomoumi Takase, Takayuki Hoshino, Hideki Asoh

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Subject Transfer Framework Based on Source Selection and Semi-Supervised Style Transfer Mapping for Semg Pattern Recognition.

Suguru Kanoga, Takayuki Hoshino, Hideki Asoh

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Motor Imagery Classification of Finger Motions Using Multiclass CSP.

Masaki Kato, Suguru Kanoga, Takayuki Hoshino, Tadanori Fukami

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Analysis and Usage: Subject-to-subject Linear Domain Adaptation in sEMG Classification.

Takayuki Hoshino, Suguru Kanoga, Masashi Tsubaki, Atsushi Aoyama

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Design of Knowledge Templates and Multi-View Symbols for Experiential Learning.

Takayuki Hoshino, Rentaro Yoshioka

Proceedings of the 13th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2019

2018

A No-Reference Metric of Cerebral Blood Flow Extraction for fNIRS Data.

Takayuki Hoshino, Suguru Kanoga, Atsunori Kanemura, Takeshi Ogawa

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017

Directed cell migration in co-cultures by topographic curvature for heterogeneous tissue engineering.

Chihiro Okutani, Akira Wagatsuma, Kunihiko Mabuchi, Takayuki Hoshino

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Dynamic electromechanical control of biomolecules using a nano virtual cathode display.

Hiroki Miyazako, Kunihiko Mabuchi, Takayuki Hoshino

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2015

"Quartile" screening method to analyze the relationship between HIS and "AEROS" in Japan.

Takayuki Hoshino, Nozomu Matsubara, Teruko Ueda, Yuichi Hirayama, Ayami Hoshino, Shiho Takaoka

Proceedings of the Digital Healthcare Empowering Europeans, 2015

2014

Monitoring System of Disease Structure by Integrating HIS and "AEROS" in Japan.

Takayuki Hoshino

Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

2013

A Bio-Manipulation Method Based on the Hydrodynamic Force of Multiple Microfluidic Streams.

Yaxiaer Yalikun, Yoshitake Akiyama, Takayuki Hoshino, Keisuke Morishima

J. Robotics Mechatronics, 2013

Measuring Mechanical Properties of Cell Sheets by a Tensile Test Using a Self-Attachable Fixture.

Kaoru Uesugi, Yoshitake Akiyama, Takayuki Hoshino, Yoshikatsu Akiyama, Masayuki Yamato, Teruo Okano, Keisuke Morishima

J. Robotics Mechatronics, 2013

Measurement system for biomechanical properties of cell sheet.

Kaoru Uesugi, Yoshitake Akiyama, Takayuki Hoshino, Yoshikatsu Akiyama, Masayuki Yamato, Teruo Okano, Keisuke Morishima

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Micropatterning C2C12 myotubes for orderly recording of intracellular calcium transients.

Yuzo Takayama, Akira Wagatsuma, Takayuki Hoshino, Kunihiko Mabuchi

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Closed-looped nano stimulation microscope for living cell membrane.

Takayuki Hoshino, Keisuke Morishima

Proceedings of the 7th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2012

2011

Construction of mechano-bionic system using an environmentally robust insect muscle tissue.

Keisuke Morishima, Yoshitake Akiyama, Takayuki Hoshino, Kikuo Iwabuchi

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

2010

Demonstration of muscle-powered autonomous micro mobile gel.

Keisuke Morishima, Kentaro Imagawa, Takayuki Hoshino, Shoji Maruo

Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

2007

Facial Caricaturing Robot COOPER Exhibited at EXPO2005 and Its Improvements.

Naoya Tokuda, Takayuki Hoshino, Takashi Watanabe, Takuma Funahashi, Takayuki Fujiwara, Hiroyasu Koshimizu

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

2006

Preliminary Study of Multichannel Flexible Neural Probes Coated with Hybrid Biodegradable Polymer.

Yasuhiro X. Kato, Itsuro Saito, Takayuki Hoshino, Takafumi Suzuki, Kunihiko Mabuchi

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Gait Support System for Human Locomotion without Restriction of the Lower Extremities: Preliminary Mechanism and Control Design.

Takayuki Hoshino, Masanori Tomono, Takafumi Suzuki, Makoto Shimojo, Kunihiko Mabuchi

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2004

Development of a motion support system by using an electromyogram - signal processing of an electromyogram to estimate the biomechanical characteristics of joints.

Takayuki Hoshino, Takafumi Suzuki, Masanori Tomono, Makoto Shimojo, Ryuji Furusawa, Kunihiko Mabuchi

Proceedings of the IEEE International Conference on Systems, 2004