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Isuru Nihathamana Jayarathne

Ph.D. Candidate at the University of Aizu.
Currently working on Brain-Computer Interface (BCI) related research.


Email: isuru.jayarathne@gmail.com
Personal Academic Profiles:

Research Gate
Google Scholar

Other Profiles:
LinkedIn

 

Publications

[1] I. Jayarathne, M. Cohen and S. Amarakeerthi, “BrainID: Development of an EEG-based biometric authentication system,” 2016 IEEE 7th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), Vancouver, BC, 2016, pp. 1-6. (paper)

[2] I. Jayarathne, M. Cohen and S. Amarakeerthi, “Survey of EEG-based biometric authentication,” 2017 IEEE 8th International Conference on Awareness Science and Technology (iCAST), Taichung, 2017, pp. 324-329. (paper)

[3] Isuru Jayarathne, Michael Cohen, Michael Frishkopf, Gregory Mulyk, “Relaxation sweet spot exploration in pantophonic musical soundscape using reinforcement learning,” Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion. ACM, 2019. (paper)

[4] I.Jayarathne, M. Cohen, and M.Frishkopf, and G.Mulyk, “Machine learning search for relaxation ‘sweet spot’ in a panto-phonic musical soundscape,” in Proc. of Life Engineering Symposium 2018, Aizu-Wakamatsu, Japan

[5] I. Jayarathne and M. Cohen, “Autoencoder-based One-class Classification,” in 326th SICE Tohoku Branch Workshop, 2019 Aizu-Wakamatsu, Japan

[6] I. Jayarathne, M. Cohen, and S. Amarakeerthi, “Low-Cost Line-Following and Load-Picking Robot,” in 3rd WEIE Workshop on Service Computing, 2016 Aizu-Wakamatsu, Japan