Research Article
Neurosky Biyosensör Kullanarak Beyin Dalgaları, Dikkat ve Meditasyon Değerlerinin Ölçülmesi ve Değerlendirilmesi
Abstract
Beyin bilgisayar arayüz sistemleri her geçen gün
önem kazanmaktadır. Bu çalışmada öğrenciler ders çalışırken EEG sinyallerini
ölçen ve bluetooth ile bilgisayara gönderen Neurosky Biosensör kullanılmıştır.
Öğrencilerin cihaz takılı iken Fizik 1 dersi konuları çalışmaları ve bu sürede
beyin dalgalarının ölçülüp bilgisayara aktarılması sağlanmıştır. Cihaz gelen
beyin dalgalarını kullanarak ders çalışma süresince dikkat ve meditasyon
ortalamalarını vermektedir. Bu ortalamalara bakılarak öğrencinin derse olan
ilgisi saptanabilmekte ve verimi artırmak için gerekli planlamalar
yapılabilmektedir.
References
- Çakmak, H. (2011). http://okyanusum.com/hazirlaniyor/noronlar-nasil-calisir/
- Technologies, N. B. C. İ. (2009). http://www.frontiernerds.com/files/neurosky-vs-medical-eeg.pdf
- Neurosky.com. (n.d.). Neurosky. http://neurosky.com/biosensors/eeg-sensor/algorithms/
- Chia, W.C., Alfred, L.C.K.., Chin, S. W. 2015. A Mobile Driver Safety System Analysis of Single Channel EEG on Drowsiness Detection, IEEE International Conference on Computational Science and Technology, 1-5.
- Katona, J., Farkas, I., Ujbanyi, T., Dukan, P., Kovari, A., 2014. Evaluation Of The Neurosky Mind Flex EEG Headset Brain Waves Data. 12th International Symposium on Applied Machine Intelligence and Informatics, 91–94.
- Libenson, M. H., 2009. Practical Approach to Electroencephalography, Saunders, Boston.
- Makeig, S., Kothe, C., Mullen, T., Bigdely-Shamlo, N., Zhang, Z., and Kreutz-Delgado, K.., 2012. Evolving Signal Processing for Brain–Computer Interfaces, 1568–1584.
- Shelke, S.D., Ghodake, A. A., 2016. Brain Controlled Home Automation System, International Conference on Intelligent Systems and Control, 1–4.
- Christine, L., Roy, S. Roy, C. 2007. What are Brainwaves? http://www.brainworksneurotherapy.com/what-are-brainwaves
- Yu, I., Masami, T., Joe, K. 2012. Constitution and Phase Analysis of Alpha Waves. Biomedical Engineering International Conference, 1–5.
- Nishifuji, S., Sato, M., Maino, D., Tanaka, S., 2010. Effect of Acoustic Stimuli and Mental Task on Alpha, Beta and Gamma Rhythms in Brain Wave. SICE Annual Conference, 1–4.
- Cheng, J., Mabasa, G., Oppus, C., 2014. Prolonged DistractionTesting Game Implemented with Impact JS HTML5, Game pad and Neurosky. International Conference on Environment and Management, 1-6.
- Molaee-Ardekani, B. Senhadji,L., Shamsollahi, M.B., Wodey, E., Vasoughi Vahdat, B., 2007. Delta waves differently modulate high frequency components of EEG oscillations in various unconsciousness levels, Proceedings of the 29th Annual International Conference of Engineering in Medicine and Biology Society, 1294–1297.
- Liwluck, P., Sittiprapaporn, P., 2017. Effect of Pulse Electromagnetic Field Therapy to Brainwave on the Quantum Resonance System. International Conference on DigitalArts, Media andTechnology, 1–4.
- Reanaree, P., Tananchana, P., Narongwongwathana, N., Pintavirooj, C., 2016. Stress and Office-Syndrome Detection using EEG, HRV and Hand Movement. BiomedicalEngineering International Conference, 1–4.
- Neuro-Programmer, 2017. https://www.transparentcorp.com/products/np/
- Trivedi, K.R., Thakker, R.A., 2016. Brainwave Enabled Multi-functional, Communication, Controlling and Speech Signal Generating System, International Conference on Electrical, Electronics, and Optimization Techniques, 4889–4893.
- Gül, S., 2016. http://www.robimek.com/neurosky-mindwave-mobile-beyin-dalga-sensoru-kullanimi/
- Tabakcioglu, M.B., Cizmeci, H., Ayberkin, D. (2016). Neurosky EEG Biosensor Using in Education, International Journal of Applied Mathematics, Electronics and Computers, vol. 4, 76-78.Ananthi, V.P. ve Balasubramaniam, P., 2016. A new image denoising method using interval-valued intuitionistic fuzzy sets for the removal of impulse noise, Signal Processing 121 (2016) 81–93
Year 2018,
Volume: 7 Issue: 1, 25 - 33, 15.04.2018
Abstract
References
- Çakmak, H. (2011). http://okyanusum.com/hazirlaniyor/noronlar-nasil-calisir/
- Technologies, N. B. C. İ. (2009). http://www.frontiernerds.com/files/neurosky-vs-medical-eeg.pdf
- Neurosky.com. (n.d.). Neurosky. http://neurosky.com/biosensors/eeg-sensor/algorithms/
- Chia, W.C., Alfred, L.C.K.., Chin, S. W. 2015. A Mobile Driver Safety System Analysis of Single Channel EEG on Drowsiness Detection, IEEE International Conference on Computational Science and Technology, 1-5.
- Katona, J., Farkas, I., Ujbanyi, T., Dukan, P., Kovari, A., 2014. Evaluation Of The Neurosky Mind Flex EEG Headset Brain Waves Data. 12th International Symposium on Applied Machine Intelligence and Informatics, 91–94.
- Libenson, M. H., 2009. Practical Approach to Electroencephalography, Saunders, Boston.
- Makeig, S., Kothe, C., Mullen, T., Bigdely-Shamlo, N., Zhang, Z., and Kreutz-Delgado, K.., 2012. Evolving Signal Processing for Brain–Computer Interfaces, 1568–1584.
- Shelke, S.D., Ghodake, A. A., 2016. Brain Controlled Home Automation System, International Conference on Intelligent Systems and Control, 1–4.
- Christine, L., Roy, S. Roy, C. 2007. What are Brainwaves? http://www.brainworksneurotherapy.com/what-are-brainwaves
- Yu, I., Masami, T., Joe, K. 2012. Constitution and Phase Analysis of Alpha Waves. Biomedical Engineering International Conference, 1–5.
- Nishifuji, S., Sato, M., Maino, D., Tanaka, S., 2010. Effect of Acoustic Stimuli and Mental Task on Alpha, Beta and Gamma Rhythms in Brain Wave. SICE Annual Conference, 1–4.
- Cheng, J., Mabasa, G., Oppus, C., 2014. Prolonged DistractionTesting Game Implemented with Impact JS HTML5, Game pad and Neurosky. International Conference on Environment and Management, 1-6.
- Molaee-Ardekani, B. Senhadji,L., Shamsollahi, M.B., Wodey, E., Vasoughi Vahdat, B., 2007. Delta waves differently modulate high frequency components of EEG oscillations in various unconsciousness levels, Proceedings of the 29th Annual International Conference of Engineering in Medicine and Biology Society, 1294–1297.
- Liwluck, P., Sittiprapaporn, P., 2017. Effect of Pulse Electromagnetic Field Therapy to Brainwave on the Quantum Resonance System. International Conference on DigitalArts, Media andTechnology, 1–4.
- Reanaree, P., Tananchana, P., Narongwongwathana, N., Pintavirooj, C., 2016. Stress and Office-Syndrome Detection using EEG, HRV and Hand Movement. BiomedicalEngineering International Conference, 1–4.
- Neuro-Programmer, 2017. https://www.transparentcorp.com/products/np/
- Trivedi, K.R., Thakker, R.A., 2016. Brainwave Enabled Multi-functional, Communication, Controlling and Speech Signal Generating System, International Conference on Electrical, Electronics, and Optimization Techniques, 4889–4893.
- Gül, S., 2016. http://www.robimek.com/neurosky-mindwave-mobile-beyin-dalga-sensoru-kullanimi/
- Tabakcioglu, M.B., Cizmeci, H., Ayberkin, D. (2016). Neurosky EEG Biosensor Using in Education, International Journal of Applied Mathematics, Electronics and Computers, vol. 4, 76-78.Ananthi, V.P. ve Balasubramaniam, P., 2016. A new image denoising method using interval-valued intuitionistic fuzzy sets for the removal of impulse noise, Signal Processing 121 (2016) 81–93
There are 19 citations in total.
Details
| Subjects | Engineering |
|---|---|
| Journal Section | Research Article |
| Authors | |
| Publication Date | April 15, 2018 |
| IZ | https://izlik.org/JA57MZ39DW |
| Published in Issue | Year 2018 Volume: 7 Issue: 1 |