Multi Channel EEG Based Biometric System with a Custom Designed Convolutional Neural Network

Author:

Bakırcıoglu KaanORCID,Tanimu Musa BindawaORCID,Özkurt NalanORCID,Seçmen MustafaORCID,Güzeliş CüneytORCID,Yıldız OsmanORCID

Publisher

Springer International Publishing

Reference23 articles.

1. Paranjape, R.B., Mahovsky, J., Benedicenti, L., Koles, Z.: The electroencephalogram as a biometric. Can Conf. Electr. Comput. Eng. 2, 1363–1366 (2001)

2. Poulos, M., Rangoussi, M., Alexandris, N., Evangelou, A.: Person identification from the EEG using nonlinear signal classification. Methods Inf. Med. 41, 64–75 (2002)

3. Marcel, S., Millan, J.R.: Person authentication using brainwaves (EEG) and maximum a posteriori model adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 29, 743–748 (2007)

4. Damaševičius, R., Maskeliunas, R., Kazanavičius, E., Woźniak, M.: Combining cryptography with EEG biometrics. Comput. Intell. Neurosci. 2, 1–11 (2018)

5. Rocca, D.L., Campisi, P., Scarano, G.: EEG biometrics for individual recognition in resting state with closed eyes. In: 2012 BIOSIG-Proceedings of the International Conference, IEEE, Darmstadt, Germany (2012)

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