Neural Interface Emotiv EPOC and Arduino: Brain-Computer Interaction in a Proof of Concept

详细信息    查看全文

• 作者：Eduardo Emilio Reder (16)
  Amilton Rodrigo de Quadros Martins (16)
  Vinícius Renato Thomé Ferreira (16)
  Fahad Kalil (16)
  
• 关键词：Emotiv EPOC ; Arduino ; Brain ; Computer Interface ; Interaction ; Electroencephalogram
• 刊名：Lecture Notes in Computer Science
• 出版年：2014
• 出版时间：2014
• 年：2014
• 卷：8511
• 期：1
• 页码：612-623
• 参考文献：1. McRoberts, M.: Arduino Básico. Novatec Editora LTDA, S?o Paulo (2011)
  2. Lent, R.: Cem bilh?es de neur?nios: Conceitos fundamentais de neurociência. Editora Atheneu, S?o Paulo (2005)
  3. Montenegro, M.A., Guerreiro, M.M., Cendes, F., Guerreiro, C.A.M.: EEG na prática clínica. Revinter, Rio de Janeiro (2012)
  4. Sternberg, R.J.: Psicologia Cognitiva. Artmed, Porto Alegre (2008)
  5. Nascimento, F.S., Santos, F.C.: Controle de uma cadeira de rodas servo motorizada a partir de Brain Computer Interface n?o invasivo. Centro Universitário do Pará -CESUPA, Belém (2011)
  6. Levy, P. O.: que é virtual?. Editora 34, S?o Paulo (1996)
  7. Gomez-Gil, J., San-Jose-Gonzalez, I., Nicolas-Alonso, L.F., Alonso-Garcia, S.: Steering a Tractor by Means of an EMG-Based Human-Machine Interface. Department of Signal Theory, Communications and Telematics Engineering. University of Valladolid, Valladolid (2011)
  8. Emotiv. EPOC Feactures, http://www.emotiv.com/epoc/ (May 14, 2013)
  9. Emotiv. EEG Feactures, http://www.emotiv.com/eeg/ (May 14, 2013)
  10. Meio Bit. Cadeira de Rodas High-Tech, http://meiobit.com/73247/cadeira-de-rodas-high-tech/ (June 5, 2013)
  11. Engadget. Mind-controlled wheelchair prototype is truly, insane awesome, http://www.engadget.com/2009/05/04/mind-controlled-wheelchair-prototype-is-truly-insanely-awesome/ (June 5, 2013)
  12. EPFL. Brain-Machine Interface @EPFL: Wheelchair, http://www.youtube.com/watch?v=0-1sdtnuqcE (June 5, 2013)
  13. BCIZARAGOZA. Brain-Controlled Wheelchair, http://www.youtube.com/watch?v=77KsE (June 5, 2013)
  14. TVSERPRO. Cadeira de rodas acionada com a for?a do pensamento, http://www.youtube.com/watch?v=XSt4YIMpE4g (June 5, 2013)
  
• 作者单位：Eduardo Emilio Reder (16)
  Amilton Rodrigo de Quadros Martins (16)
  Vinícius Renato Thomé Ferreira (16)
  Fahad Kalil (16)
  
  16. IMED -Faculdade Meridional, Senador Pinheiro. 304, 99070-220, Passo Fundo, Brazil
  
• ISSN：1611-3349

文摘

This study aims to demonstrate the interaction between the human being and the machine through a neural pattern recognizing interface, namely Emotiv EPOC, and a robotic device made by Arduino. The union of these technologies is assessed in specific tests, seeking a usable and stable binding with the smallest possible rate of error, based on a study of how the human electrical synapses are produced and captured by the electroencephalogram device, through examples of projects that achieved success using these technologies. In this study, the whole configuration of the software used to bind these technologies, as well as how they work, is explained, and the result of the experiments through an analysis of the tests performed is addressed. The difference in the results between genders and the influence of user feedback, as well as the accuracy of the technologies, are explained during the analysis of the data captured.