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A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection


Nov 12, 2021
Akira Furui, Tomoyuki Akiyama, Toshio Tsuji

* Accepted at EMBC2021 

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EMG Pattern Recognition via Bayesian Inference with Scale Mixture-Based Stochastic Generative Models


Jul 21, 2021
Akira Furui, Takuya Igaue, Toshio Tsuji

* This paper is accepted for publication in Expert Systems with Applications 

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Biomimetic Control of Myoelectric Prosthetic Hand Based on a Lambda-type Muscle Model


May 29, 2021
Akira Furui, Kosuke Nakagaki, Toshio Tsuji

* This paper is accepted for publication at the International Conference on Robotics and Automation 2021 (ICRA 2021) 

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A Neural Network Based on the Johnson $S_\mathrm{U}$ Translation System and Related Application to Electromyogram Classification


Nov 14, 2019
Hideaki Hayashi, Taro Shibanoki, Toshio Tsuji


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A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis


Nov 14, 2019
Hideaki Hayashi, Taro Shibanoki, Keisuke Shima, Yuichi Kurita, Toshio Tsuji

* IEEE Transactions on Neural Networks and Learning Systems, Vol. 26, No.12, pp. 3021-3033, 2015 
* Published in IEEE Transactions on Neural Networks and Learning Systems 

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