Skip to main content
Top

2019 | OriginalPaper | Chapter

EEG Systems for Educational Neuroscience

Authors : Angeliki Tsiara, Tassos Anastasios Mikropoulos, Panagiota Chalki

Published in: Universal Access in Human-Computer Interaction. Multimodality and Assistive Environments

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Numerous studies suggest that digital technology has an important role to play in physical and mental functioning and generally in the quality of life of elderly people. Many digital serious games have been developed to enhance cognitive functions. These games incorporate a multitude of multimedia elements that are perceived as sensory stimuli. To implement an effective digital environment, all sensory representations have to be investigated in order to be compatible with the visual, acoustic and tactile perception of the user. An effective way to examine those stimuli is to study the users’ brain functioning and especially the electric activity by using electroencephalographic recording systems. In recent years, there has been a growth of low-cost EEG systems. These are used in various fields such as educational research, serious games, mental and physical health, entertainment, etc. This study investigates whether a wireless low-cost EEG system (EPOC EMOTIV) can deliver qualitative results compared to a research system (G.tec) while recording the EEG data at an event-related brain potentials setup regarding the differentiation of the semantic content of two image categories. Our results show that, in terms of signal quality, the Emotiv system lags G.tec, however, based on the answers of the participants in the questionnaire, Emotiv excels in terms of ease of use. It can be used in continuous EEG recordings in game environments and could be useful for applications such as games in ageing.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Dickinson, A., Gregor, P.: Computer use has no demonstrated impact on the well-being of older adults. Int. J. Hum Comput Stud. 64, 744–753 (2006)CrossRef Dickinson, A., Gregor, P.: Computer use has no demonstrated impact on the well-being of older adults. Int. J. Hum Comput Stud. 64, 744–753 (2006)CrossRef
3.
go back to reference Haferkamp, N., Kraemer, N.C., Linehan, C., Schembri, M.: Training disaster communication by means of serious games in virtual environments. Entertain. Comput. 2(2), 81–88 (2011)CrossRef Haferkamp, N., Kraemer, N.C., Linehan, C., Schembri, M.: Training disaster communication by means of serious games in virtual environments. Entertain. Comput. 2(2), 81–88 (2011)CrossRef
4.
go back to reference Mitsuhara, H., et al.: Web-based System for Designing Game-based Evacuation Drills. Proc. Comput. Sci. 72, 277–284 (2015)CrossRef Mitsuhara, H., et al.: Web-based System for Designing Game-based Evacuation Drills. Proc. Comput. Sci. 72, 277–284 (2015)CrossRef
5.
go back to reference Natsis, A., Hormova, H., Mikropoulos, T.A.: Students’ views on different learning objects. In: Chova, L.G., Martínez, A.L., Torres, I.C. (eds.), INTED 2014 Proceedings, 8th International Technology, Education and Development Conference, pp. 2363–2372. IATED Academy Valencia (2014) Natsis, A., Hormova, H., Mikropoulos, T.A.: Students’ views on different learning objects. In: Chova, L.G., Martínez, A.L., Torres, I.C. (eds.), INTED 2014 Proceedings, 8th International Technology, Education and Development Conference, pp. 2363–2372. IATED Academy Valencia (2014)
7.
go back to reference Kandel, E.R., Schwartz, J.H., Jessell, T.M.: Essentials of Neural Science and Behavior, 2nd edn. McGraw-Hill Education-Europe, Maidenhead (2011) Kandel, E.R., Schwartz, J.H., Jessell, T.M.: Essentials of Neural Science and Behavior, 2nd edn. McGraw-Hill Education-Europe, Maidenhead (2011)
8.
go back to reference Ferrari, V., Bradley, M.M., Codispoti, M., Lang, P.J.: Detecting novelty and significance. J. Cogn. Neurosci. 22(2), 404–411 (2010)CrossRef Ferrari, V., Bradley, M.M., Codispoti, M., Lang, P.J.: Detecting novelty and significance. J. Cogn. Neurosci. 22(2), 404–411 (2010)CrossRef
9.
go back to reference Koizoumi, H.: Brain-Science Based Cohort Studies. Educ. Philos. Theor. 43(1), 48–55 (2011)CrossRef Koizoumi, H.: Brain-Science Based Cohort Studies. Educ. Philos. Theor. 43(1), 48–55 (2011)CrossRef
10.
go back to reference Fisch, B.J.: Fisch and Spehlmann’s EEG Primer: Basic Principles of Digital and Analog EEG, 3rd edn. Elsevier, Amsterdam (1999) Fisch, B.J.: Fisch and Spehlmann’s EEG Primer: Basic Principles of Digital and Analog EEG, 3rd edn. Elsevier, Amsterdam (1999)
11.
go back to reference Savoy, R.L.: History and future directions of human brain mapping and functional neuroimaging. Acta Psychol. 107, 9–42 (2001)CrossRef Savoy, R.L.: History and future directions of human brain mapping and functional neuroimaging. Acta Psychol. 107, 9–42 (2001)CrossRef
12.
go back to reference Duncan-Johnson, C.C., Donchin, E.: On quantifying surprise: the variation of event-related potentials with subjective probability. Psychophysiology 14, 456–467 (1977)CrossRef Duncan-Johnson, C.C., Donchin, E.: On quantifying surprise: the variation of event-related potentials with subjective probability. Psychophysiology 14, 456–467 (1977)CrossRef
13.
go back to reference Gray, H.M., Ambady, N., Lowenthal, W.T., Deldin, P.: P300 as an index of attention to self-relevant stimuli. J. Exp. Soc. Psychol. 40, 216–224 (2004)CrossRef Gray, H.M., Ambady, N., Lowenthal, W.T., Deldin, P.: P300 as an index of attention to self-relevant stimuli. J. Exp. Soc. Psychol. 40, 216–224 (2004)CrossRef
14.
go back to reference Folstein, J.R., Van Petten, C.: Influence of cognitive control and mismatch on the N2 component of the ERP: A review. Psychophysiology 45(1), 152–170 (2008) Folstein, J.R., Van Petten, C.: Influence of cognitive control and mismatch on the N2 component of the ERP: A review. Psychophysiology 45(1), 152–170 (2008)
15.
go back to reference Azizian, A., Watson, T.D., Parvaz, M.A., Squires, N.K.: Time Course of Processes Underlying Picture and Word Evaluation: An Event-Related Potential Approach. Brain Topogr. 18(3), 213–222 (2006)CrossRef Azizian, A., Watson, T.D., Parvaz, M.A., Squires, N.K.: Time Course of Processes Underlying Picture and Word Evaluation: An Event-Related Potential Approach. Brain Topogr. 18(3), 213–222 (2006)CrossRef
16.
go back to reference Olofsson, J.K., Nordin, S., Sequeira, H., Polich, J.: Affective picture processing: An integrative review of ERP findings. Biol. Psychol. 77(3), 247–265 (2008)CrossRef Olofsson, J.K., Nordin, S., Sequeira, H., Polich, J.: Affective picture processing: An integrative review of ERP findings. Biol. Psychol. 77(3), 247–265 (2008)CrossRef
Metadata
Title
EEG Systems for Educational Neuroscience
Authors
Angeliki Tsiara
Tassos Anastasios Mikropoulos
Panagiota Chalki
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-23563-5_45