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2016

Quantifying Parkinson’s disease finger-tapping severity by extracting and synthesizing finger motion properties

Sano, Y., Kandori, A., Shima, K., Yamaguchi, Y., Tsuji, T., Noda, M., Higashikawa, F., Yokoe, M. & Sakoda, S. 2016 Mar 31 In : Medical and Biological Engineering and Computing. p. 1-13 13 p.

Research output: Contribution to journalArticle

Linear regression
Mean square error
Principal component analysis
Magnetic sensors
Deterioration

Simplified standing function evaluation system for fall prevention

Sakata, M., Shima, K., Shimatani, K. & Izumi, H. 2016 Intelligent Robotics and Applications - 9th International Conference, ICIRA 2016, Proceedings. Springer Verlag, Vol. 9835, p. 48-57 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9835)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Function evaluation
Experiments
2015
1 Citations

A recurrent probabilistic neural network with dimensionality reduction based on time-series discriminant component analysis

Hayashi, H., Shibanoki, T., Shima, K., Kurita, Y. & Tsuji, T. 2015 Dec 1 In : IEEE Transactions on Neural Networks and Learning Systems. 26, 12, p. 3021-3033 13 p., 7045517

Research output: Contribution to journalArticle

Time series
Network components
Neural networks
Lagrange multipliers
Hidden Markov models

A standing-function evaluation method based on virtual light touch contact

Sakata, M., Shima, K. & Shimatani, K. 2015 Dec 4 IEEE Biomedical Circuits and Systems Conference: Engineering for Healthy Minds and Able Bodies, BioCAS 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7348316

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Function evaluation
Experiments

Electromyographic prosthetic hand using grasping-force-magnification mechanism with five independently driven fingers

Takaki, T., Shima, K., Mukaidani, N., Tsuji, T., Otsuka, A. & Chin, T. 2015 Sep 19 In : Advanced Robotics.

Research output: Contribution to journalArticle

Prosthetics
Muscle
Control systems

Operation assistance for the Bio-Remote environmental control system using a Bayesian Network-based prediction model

Shibanoki, T., Nakamura, G., Shima, K., Chin, T. & Tsuji, T. 2015 Nov 4 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November, p. 1160-1163 4 p. 7318572

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayesian networks
Control systems
Experiments
2014

A novel classification method with unlearned-class detection based on a Gaussian mixture model

Shima, K. & Aoki, T. 2014 Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. January ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2014-January, p. 3726-3731 6 p. 6974510

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Gaussian distribution
Prosthetics
Muscle
Neural networks

EMG-based control of a multi-joint robot for operating a glovebox

Tsuji, T., Shibanoki, T. & Shima, K. 2014 Dec 31 Handbook of Research on Advancements in Robotics and Mechatronics. IGI Global, p. 36-52 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Manipulators
Robotics
Robots
Neural networks
Experiments
2013
6 Citations

A quasi-optimal channel selection method for bioelectric signal classification using a partial Kullback-Leibler information measure.

Shibanoki, T., Shima, K., Tsuji, T., Otsuka, A. & Chin, T. 2013 Mar 1 In : IEEE transactions on bio-medical engineering. 60, 3, p. 853-861 9 p.

Research output: Contribution to journalArticle

Information theory
Probability density function
Neural networks
Experiments

A training system for the MyoBock hand in a virtual reality environment

Nakamura, G., Shibanoki, T., Shima, K., Kurita, Y., Hasegawa, M., Otsuka, A., Honda, Y., Chin, T. & Tsuji, T. 2013 Dec 1 2013 IEEE Biomedical Circuits and Systems Conference, BioCAS 2013. p. 61-64 4 p. 6679640

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Virtual reality
Experiments
Prosthetics
2 Citations

Bioelectric signal classification using a recurrent probabilistic neural network with time-series discriminant component analysis

Hayashi, H., Shima, K., Shibanoki, T., Kurita, Y. & Tsuji, T. 2013 Oct 31 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 5394-5397 4 p. 6610768

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Neural networks
Hidden Markov models
Electroencephalography
Backpropagation

Novel method for mitigation of body sway and preliminary results for tandem standing

Shima, K., Shimatani, K., Kurita, Y. & Tsuji, T. 2013 Jan 1 2013 International Symposium on Micro-NanoMechatronics and Human Science, MHS 2013. IEEE Computer Society, 6710475

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments
4 Citations

Virtual light touch contact: A novel concept for mitigation of body sway

Shima, K., Shimatani, K., Sugie, A., Kurita, Y., Kohno, R. & Tsuji, T. 2013 Aug 15 International Symposium on Medical Information and Communication Technology, ISMICT. p. 108-111 4 p. 6521710

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Partitions (building)
Feedback
Experiments