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BCI Fundamentals (Spanish)

BCI Fundamentals (Spanish)

* Instituto Tecnologico Superior del Oriente del Estado de Hidalgo (ITESA 2022)

Javier Gonzalez-Sanchez
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October 17, 2022
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  1. Interfaces Cerebro-Computadora Computadoras Descifrando Pensamientos y Sentimientos

  2. Your Date Here Your Footer Here 2 Dr. Javier Gonzalez-Sanchez

    [email protected]
  3. Mi Historia

  4. Your Date Here Your Footer Here 4 Mi Trabajo 4

    Interacción Humano-Computadora
  5. Your Date Here Your Footer Here 5 Mi Trabajo 5

    Interacción Humano-Computadora
  6. Your Date Here Your Footer Here 6 Mi Trabajo 6

  7. 3. Cerebro 5. Aplicaciones 2. Historia 1. Contexto Agenda Pensamientos

    Sentimientos 4. Interfaces Interfaces
  8. 1. Contexto

  9. Your Date Here Your Footer Here 9 Mi Trabajo 9

  10. Un mundo te observa ¿Quién eres? ¿Cómo te sientes?

  11. Your Date Here Your Footer Here 11 Un mundo te

    Observa 11 (Ekman and Friesen 1978) – Facial Action Coding System, 46 actions (plus head movements). 19 Lip Corner Depressor 26 Jaw Drop 27 Mouth Stretch
  12. Rastreo de Ojos ¿Qué estas viendo?

  13. Your Date Here Your Footer Here 13 ¿Qué estas viendo?

  14. Your Date Here Your Footer Here 14 ¿Qué estas viendo?

    14
  15. Datos Fisiológicos ¿Quién eres?

  16. Your Date Here Your Footer Here 16 Datos, datos, más

    datos
  17. Your Date Here Your Footer Here 17 Contexto

  18. 2. Historia

  19. Your Date Here Your Footer Here 19 Historia

  20. Your Date Here Your Footer Here 20 Inteligencia

  21. Your Date Here Your Footer Here 21 Más allá del

    Turing Test
  22. 3. El Cerebro

  23. Tu Cerebro te Delata Ondas cerebrales

  24. Your Date Here Your Footer Here 25 Tu Cerebro te

    delata
  25. Your Date Here Your Footer Here 26 El Siglo Pasado

  26. Your Date Here Your Footer Here 27 Tu Cerebro te

    delata
  27. Your Date Here Your Footer Here 28 Tu Cerebro te

    delata
  28. Your Date Here Your Footer Here 29 Tu Cerebro te

    delata 29
  29. Your Date Here Your Footer Here 30 Tu Cerebro te

    delata https://askabiologist.asu.edu/brain-regions
  30. 4. Interfaces

  31. Your Date Here Your Footer Here 32 Tu Cerebro te

    delata 32 $ 799.00
  32. Your Date Here Your Footer Here 33 Tu Cerebro te

    delata 33
  33. Your Date Here Your Footer Here 34 No es tan

    simple https://www.the-scientist.com/news-opinion/brain-computer-interface-user-types-90-characters-per-minute-with-mind-68762
  34. Your Date Here Your Footer Here 35 Tu Cerebro te

    delata Timestamp AF3 F7 F3 FC5 T7 P7 O1 O2 P8 T8 FC6 F4 F8 AF4 AccX AccY 101116112544901 4542.05 4831.79 4247.18 4690.26 4282.56 4395.38 4591.79 4569.23 4360 4570.77 4297.44 4311.28 4282.56 4367.18 1660 2003 101116112544901 4536.92 4802.05 4243.08 4673.85 4272.31 4393.33 4592.82 4570.26 4354.87 4570.26 4292.31 4309.74 4277.95 4370.77 1658 2002 101116112545010 4533.33 4798.97 4234.87 4669.74 4301.03 4396.92 4592.31 4570.77 4351.28 4561.03 4281.54 4301.54 4271.28 4363.59 1659 2003 101116112545010 4549.23 4839.49 4241.03 4691.28 4333.85 4397.95 4596.41 4567.18 4355.9 4556.41 4286.15 4306.15 4277.95 4369.74 1659 2003 101116112545010 4580 4865.64 4251.79 4710.26 4340 4401.54 4603.59 4572.82 4360 4558.46 4298.97 4324.62 4296.41 4395.9 1657 2004 101116112545010 4597.44 4860 4252.82 4705.64 4350.26 4412.31 4603.59 4577.44 4357.44 4555.9 4295.38 4329.23 4296.41 4414.36 1656 2005 101116112545010 4584.62 4847.69 4246.67 4690.26 4360 4409.23 4597.44 4569.74 4351.79 4549.74 4278.97 4316.92 4272.82 4399.49 1656 2006 101116112545010 4566.15 4842.05 4238.46 4684.1 4322.05 4389.74 4592.82 4566.67 4351.79 4549.74 4274.36 4310.26 4262.05 4370.77 1655 2005 101116112545010 4563.59 4844.62 4231.79 4687.69 4267.69 4387.69 4594.36 4580 4361.03 4556.41 4278.97 4310.77 4274.36 4370.77 1653 2006 101116112545010 4567.18 4847.18 4233.33 4688.72 4285.13 4409.23 4602.05 4589.23 4368.21 4560 4280.51 4310.77 4281.54 4390.26 1655 2004 101116112545010 4562.05 4840.51 4227.18 4673.85 4300 4405.13 4611.28 4601.03 4376.41 4561.54 4280 4303.59 4279.49 4374.87 1652 2000
  35. Your Date Here Your Footer Here 36 Tu Cerebro te

    delata 14 canales 128 lecturas por segundo 1,792 valores por segundo 107,520 valores por minuto 6,451,200 valores por hora
  36. Emociones Estados de ánimo, Sentimientos, Humor

  37. Your Date Here Your Footer Here 38 Estado Afectivo 38

    Estado Afectivo (Emociones, Sentimientos y Humor) Controla nuestras decisiones racionales
  38. Your Date Here Your Footer Here 39 Afecto 39 Estado

    Afectivo (Emociones, Sentimientos y Humor) Controla nuestras decisiones racionales
  39. Your Date Here Your Footer Here 40 Tu Cerebro te

    delata Timestamp Short Term Excitement Long Term Excitement Engagement Meditation Frustration 101116091145065 0.447595 0.54871 0.834476 0.333844 0.536197 101116091145190 0.447595 0.54871 0.834476 0.333844 0.536197 101116091145315 0.447595 0.54871 0.834476 0.333844 0.536197 101116091145440 0.487864 0.546877 0.834146 0.339548 0.54851 101116091145565 0.487864 0.546877 0.834146 0.339548 0.54851 101116091145690 0.487864 0.546877 0.834146 0.339548 0.54851 101116091145815 0.487864 0.546877 0.834146 0.339548 0.54851 101116091145940 0.521663 0.545609 0.839321 0.348321 0.558228 101116091146065 0.521663 0.545609 0.839321 0.348321 0.558228 101116091146190 0.521663 0.545609 0.839321 0.348321 0.558228 101116091146315 0.521663 0.545609 0.839321 0.348321 0.558228 101116091146440 0.509297 0.544131 0.84401 0.358717 0.546771 101116091146565 0.509297 0.544131 0.84401 0.358717 0.546771 101116091146690 0.509297 0.544131 0.84401 0.358717 0.546771 101116091146815 0.509297 0.544131 0.84401 0.358717 0.546771 101116091146941 0.451885 0.541695 0.848087 0.368071 0.533919
  40. Your Date Here Your Footer Here 41 Tu Cerebro te

    delata 1 5 reportes por segundo 5 estados afectivos 25 valores por segundo 1,500 valores por minuto 90,000 valores por hora
  41. Your Date Here Your Footer Here 42 Demo 1

  42. Emociones Mover Objetos

  43. Your Date Here Your Footer Here 44 Demo

  44. Your Date Here Your Footer Here 45 Sparse Learning timestamp

    fixationIndex gazePointX gazePointY mappedFixationPoin tX mappedFixationPoin tY fixationDuration Short Term Excitement Long Term Excitement Engagement/Boredom Meditation Frustration Conductance agreement concentrating 4135755652 0.436697 0.521059 0.550011 0.335825 0.498908 0.40169062 8 4135755659 213 573 408 570 408 216 4135755668 0.436697 0.521059 0.550011 0.335825 0.498908 4135755676 213 566 412 570 408 216 4135755692 213 565 404 570 408 216 4135755709 213 567 404 570 408 216 4135755714 4135755726 213 568 411 570 408 216 4135755742 213 568 409 570 408 216 4135755759 213 563 411 570 408 216 4135755761 4135755776 213 574 413 570 408 216 4135755792 213 554 402 570 408 216 4135755809 214 603 409 696 405 216 4135755824 4135755826 214 701 407 696 405 216 4135755842 214 697 403 696 405 216 4135755859 214 693 401 696 405 216 4135755876 214 700 402 696 405 216 4135755892 214 701 411 696 405 216 4135755909 214 686 398 696 405 216 4135755918 4135755926 214 694 399 696 405 216 4135755942 214 694 407 696 405 216 4135755959 214 698 404 696 405 216 4135755964 4135756027 0.436697 0.521059 0.550011 0.335825 0.498908 1 1
  45. Your Date Here Your Footer Here 46 Máquina de Estados

    timestamp fixationIndex gazePointX gazePointY mappedFixationPoin tX mappedFixationPoin tY fixationDuration Short Term Excitement Long Term Excitement Engagement/Boredom Meditation Frustration Conductance agreement concentrati ng 4135755652 213 574 414 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755659 213 573 408 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755668 213 573 408 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755676 213 566 412 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755692 213 565 404 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755709 213 567 404 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755714 213 567 404 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755726 213 568 411 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755742 213 568 409 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755759 213 563 411 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755761 213 563 411 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755776 213 574 413 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755792 213 554 402 570 408 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135755809 214 603 409 696 405 216 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1 4135756027 215 728 406 804 387 183 0.436697 0.521059 0.550011 0.335825 0.498908 0.401690628 1 1
  46. Your Date Here Your Footer Here 47 Recuerdan al Gato?

  47. 5. Aplicación Práctica

  48. Your Date Here Your Footer Here 49 Demo 49 BCI

    and Gaze Points engagement
  49. Your Date Here Your Footer Here 50 Demo 50 BCI

    and Gaze Points frustration
  50. Your Date Here Your Footer Here 51 Demo 51 BCI

    and Gaze Points engagement
  51. Your Date Here Your Footer Here 52 Demo 52 BCI

    and Gaze Points frustration
  52. Your Date Here Your Footer Here 53 Demo 53

  53. Your Date Here Your Footer Here 54 Demo 54 BCI

    and Gaze Points
  54. Your Date Here Your Footer Here 55 Demo 55 Emotion

    Adaptation | Games
  55. Your Date Here Your Footer Here 56 Demo 56 Emotion

    Adaptation | Games
  56. Your Date Here Your Footer Here 57 Demo 57

  57. Your Date Here Your Footer Here 58 Demo

  58. Your Date Here Your Footer Here 59 ¡Gracias!

  59. Dr. Javier Gonzalez-Sanchez California State University [email protected] www.javiergs.com @mscjaviergs