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Title: :  TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE
PaperId: :  13118
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 6 2020
DUI:    16.0415/IJARIIE-13118
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Haja Samiarivonjy AndriantsilavoUniversity of Fianarantsoa
Nicolas Raft RazafindrakotoUniversity of Fianarantsoa
Andriamanga RatsimbazafyUniversity of Fianarantsoa
Tahina Ezéchiel RakotondrainaUniversity of Antananarivo

Abstract

Science and Technology
BCI, EEG signals, Morse code, algorithm
The lack of means of communication blocks patients with disabilities such as the Locked-In Syndrome (LIS). These persons are able to express their desire in their brain but they are unable to perform it. Here, we propose a method of temporal classification of the EEG (ElectroEncephalogram) signals from scalp of those people and translate them into Morse code. Thus, they have the ability to write a word or, furthermore, an understandable sentence by using a Brain Computer Interface (BCI). The EEG signals must be pre-processed and filtered: only frequency band corresponding to brain activity will be retained. The LIS attendant will only see the letters shown on screen, not the inherent manipulations.

Citations

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IJARIIE Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, and Tahina Ezéchiel Rakotondraina. "TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 6 2020 Page 560-564
MLA Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, and Tahina Ezéchiel Rakotondraina. "TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE." International Journal Of Advance Research And Innovative Ideas In Education 6.6(2020) : 560-564.
APA Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, & Tahina Ezéchiel Rakotondraina. (2020). TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE. International Journal Of Advance Research And Innovative Ideas In Education, 6(6), 560-564.
Chicago Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, and Tahina Ezéchiel Rakotondraina. "TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 6 (2020) : 560-564.
Oxford Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, and Tahina Ezéchiel Rakotondraina. 'TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, 2020, p. 560-564. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/TEMPORAL_CLASSIFICATION_OF_EEG_SIGNALS_FOR_BCI_USE_ijariie13118.pdf (Accessed : 17 October 2022).
Harvard Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, and Tahina Ezéchiel Rakotondraina. (2020) 'TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE', International Journal Of Advance Research And Innovative Ideas In Education, 6(6), pp. 560-564IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/TEMPORAL_CLASSIFICATION_OF_EEG_SIGNALS_FOR_BCI_USE_ijariie13118.pdf (Accessed : 17 October 2022)
IEEE Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, and Tahina Ezéchiel Rakotondraina, "TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, pp. 560-564, Nov-Dec 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/TEMPORAL_CLASSIFICATION_OF_EEG_SIGNALS_FOR_BCI_USE_ijariie13118.pdf [Accessed : 17 October 2022].
Turabian Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, and Tahina Ezéchiel Rakotondraina. "TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 6 (17 October 2022).
Vancouver Haja Samiarivonjy Andriantsilavo, Nicolas Raft Razafindrakoto, Andriamanga Ratsimbazafy, and Tahina Ezéchiel Rakotondraina. TEMPORAL CLASSIFICATION OF EEG SIGNALS FOR BCI USE. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 17 October 2022]; 6(6) : 560-564. Available from: https://ijariie.com/AdminUploadPdf/TEMPORAL_CLASSIFICATION_OF_EEG_SIGNALS_FOR_BCI_USE_ijariie13118.pdf
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