Akira Furui

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Automated Classification

Generative Model

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Takeshi Yoshidomi, Shinji Kume, Hiroaki Aizawa, Akira Furui
Classification of Carotid Plaque with Jellyfish Sign Through Convolutional and Recurrent Neural Networks Utilizing Plaque Surface Edges. CoRR (2024)
Shunya Fukuda, Akira Furui, Maro G. Machizawa, Toshio Tsuji
Stochastic Fluctuation in EEG Evaluated via Scale Mixture Model for Decoding Emotional Valence. SII (2024)
Akira Furui
Evaluating Classifier Confidence for Surface EMG Pattern Recognition. CoRR (2023)
Seitaro Yoneda, Akira Furui
Bayesian Approach for Adaptive EMG Pattern Classification Via Semi-Supervised Sequential Learning. SMC (2023)
Akira Furui
Evaluating Classifier Confidence for Surface EMG Pattern Recognition. EMBC (2023)
Yuki Hashimoto, Akira Furui, Koji Shimatani, Maura Casadio, Paolo Moretti, Pietro Morasso, Toshio Tsuji
Automated Classification of General Movements in Infants Using Two-Stream Spatiotemporal Fusion Network. MICCAI (2) (2022)
Yuki Hashimoto, Akira Furui, Koji Shimatani, Maura Casadio, Paolo Moretti, Pietro Morasso, Toshio Tsuji
Automated Classification of General Movements in Infants Using a Two-stream Spatiotemporal Fusion Network. CoRR (2022)
Ziqiang Xu, Toshiki Sakagawa, Akira Furui, Shumma Jomyo, Masanori Morita, Masamichi Ando, Toshio Tsuji
Beat-to-Beat Estimation of Peripheral Arterial Stiffness From Local PWV for Quantitative Evaluation of Sympathetic Nervous System Activity. IEEE Trans. Biomed. Eng. 69 (9) (2022)
Satoshi Miyamoto, Zu Soh, Shigeyuki Okahara, Akira Furui, Taiichi Takasaki, Keijiro Katayama, Shinya Takahashi, Toshio Tsuji
Neural Network-based Estimation of Microbubbles Generated in Cardiopulmonary Bypass Circuit: A Clinical Application Study. EMBC (2022)
Miyari Hatamoto, Akira Furui, Keiko Ogawa, Toshio Tsuji
Sleep EEG Analysis Based on a Scale Mixture Model and its Application to Sleep Spindle Detection. SII (2022)
Shumma Jomyo, Akira Furui, Tatsuhiko Matsumoto, Tomomi Tsunoda, Toshio Tsuji
A Wearable Finger-Tapping Motion Recognition System Using Biodegradable Piezoelectric Film Sensors. EMBC (2021)
Akira Furui, Tomoyuki Akiyama, Toshio Tsuji
A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection. CoRR (2021)
Akira Furui, Takuya Igaue, Toshio Tsuji
EMG Pattern Recognition via Bayesian Inference with Scale Mixture-Based Stochastic Generative Models. CoRR (2021)
Akira Furui, Takuya Igaue, Toshio Tsuji
EMG pattern recognition via Bayesian inference with scale mixture-based stochastic generative models. Expert Syst. Appl. 185 (2021)
Akira Furui, Kosuke Nakagaki, Toshio Tsuji
Biomimetic Control of Myoelectric Prosthetic Hand Based on a Lambda-type Muscle Model. CoRR (2021)
Akira Furui, Kosuke Nakagaki, Toshio Tsuji
Biomimetic Control of Myoelectric Prosthetic Hand Based on a Lambda-type Muscle Model. ICRA (2021)
Hiroto Sakai, Akira Furui, Seiji Hama, Akiko Yanagawa, Koki Kubo, Yutaro Morisako, Yuki Orino, Maho Hamai, Kasumi Fujita, Tomohiko Mizuguchi, Akihiko Kandori, Toshio Tsuji
Pen-point Trajectory Analysis During Trail Making Test Based on a Time Base Generator Model. EMBC (2021)
Ziqiang Xu, Akira Furui, Shumma Jomyo, Toshiki Sakagawa, Masanori Morita, Tsutomu Takai, Masamichi Ando, Toshio Tsuji
Pressure-based Detection of Heart and Respiratory Rates from Human Body Surface using a Biodegradable Piezoelectric Sensor. EMBC (2021)
Akira Furui, Ryota Onishi, Akihito Takeuchi, Tomoyuki Akiyama, Toshio Tsuji
Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Akira Furui, Tomoyuki Akiyama, Toshio Tsuji
A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection. EMBC (2021)
Akira Furui, Toshio Tsuji
Does the variance of surface EMG signals during isometric contractions follow an inverse gamma distribution? EMBC (2020)
Masanobu Kittaka, Akira Furui, Hiroto Sakai, Pietro Morasso, Toshio Tsuji
Spatiotemporal Parameterization of Human Reaching Movements Based on Time Base Generator. IEEE Access 8 (2020)
Akira Furui, Shintaro Eto, Kosuke Nakagaki, Kyohei Shimada, Go Nakamura, Akito Masuda, Takaaki Chin, Toshio Tsuji
A myoelectric prosthetic hand with muscle synergy-based motion determination and impedance model-based biomimetic control. Sci. Robotics 4 (31) (2019)
Toshio Tsuji, Taro Shibanoki, Go Nakamura, Akira Furui
Development of Myoelectric Robotic/Prosthetic Hands with Cybernetic Control at the Biological Systems Engineering Laboratory, Hiroshima University. J. Robotics Mechatronics 31 (1) (2019)
Akira Furui, Hideaki Hayashi, Toshio Tsuji
A Scale Mixture-Based Stochastic Model of Surface EMG Signals With Variable Variances. IEEE Trans. Biomed. Eng. 66 (10) (2019)
Akira Furui, Toshio Tsuji
Muscle Fatigue Analysis by Using a Scale Mixture-based Stochastic Model of Surface EMG Signals. EMBC (2019)
Hideaki Hayashi, Akira Furui, Yuichi Kurita, Toshio Tsuji
A Variance Distribution Model of Surface EMG Signals Based on Inverse Gamma Distribution. IEEE Trans. Biomed. Eng. 64 (11) (2017)
Akira Furui, Hideaki Hayashi, Yuichi Kurita, Toshio Tsuji
Variance distribution analysis of surface EMG signals based on marginal maximum likelihood estimation. EMBC (2017)