BCI Fundamentals (Spanish)

Slide 1

Slide 1 text

Interfaces Cerebro-Computadora Computadoras Descifrando Pensamientos y Sentimientos

Slide 2

Slide 2 text

Your Date Here Your Footer Here 2 Dr. Javier Gonzalez-Sanchez [email protected]

Slide 3

Slide 3 text

Mi Historia

Slide 4

Slide 4 text

Your Date Here Your Footer Here 4 Mi Trabajo 4 Interacción Humano-Computadora

Slide 5

Slide 5 text

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

Slide 6

Slide 6 text

Your Date Here Your Footer Here 6 Mi Trabajo 6

Slide 7

Slide 7 text

3. Cerebro 5. Aplicaciones 2. Historia 1. Contexto Agenda Pensamientos Sentimientos 4. Interfaces Interfaces

Slide 8

Slide 8 text

1. Contexto

Slide 9

Slide 9 text

Your Date Here Your Footer Here 9 Mi Trabajo 9

Slide 10

Slide 10 text

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

Slide 11

Slide 11 text

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

Slide 12

Slide 12 text

Rastreo de Ojos ¿Qué estas viendo?

Slide 13

Slide 13 text

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

Slide 14

Slide 14 text

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

Slide 15

Slide 15 text

Datos Fisiológicos ¿Quién eres?

Slide 16

Slide 16 text

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

Slide 17

Slide 17 text

Your Date Here Your Footer Here 17 Contexto

Slide 18

Slide 18 text

2. Historia

Slide 19

Slide 19 text

Your Date Here Your Footer Here 19 Historia

Slide 20

Slide 20 text

Your Date Here Your Footer Here 20 Inteligencia

Slide 21

Slide 21 text

Your Date Here Your Footer Here 21 Más allá del Turing Test

Slide 22

Slide 22 text

3. El Cerebro

Slide 23

Slide 23 text

Tu Cerebro te Delata Ondas cerebrales

Slide 24

Slide 24 text

Your Date Here Your Footer Here 25 Tu Cerebro te delata

Slide 25

Slide 25 text

Your Date Here Your Footer Here 26 El Siglo Pasado

Slide 26

Slide 26 text

Your Date Here Your Footer Here 27 Tu Cerebro te delata

Slide 27

Slide 27 text

Your Date Here Your Footer Here 28 Tu Cerebro te delata

Slide 28

Slide 28 text

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

Slide 29

Slide 29 text

Your Date Here Your Footer Here 30 Tu Cerebro te delata https://askabiologist.asu.edu/brain-regions

Slide 30

Slide 30 text

4. Interfaces

Slide 31

Slide 31 text

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

Slide 32

Slide 32 text

Your Date Here Your Footer Here 33 Tu Cerebro te delata 33

Slide 33

Slide 33 text

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

Slide 34

Slide 34 text

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

Slide 35

Slide 35 text

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

Slide 36

Slide 36 text

Emociones Estados de ánimo, Sentimientos, Humor

Slide 37

Slide 37 text

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

Slide 38

Slide 38 text

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

Slide 39

Slide 39 text

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

Slide 40

Slide 40 text

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

Slide 41

Slide 41 text

Your Date Here Your Footer Here 42 Demo 1

Slide 42

Slide 42 text

Emociones Mover Objetos

Slide 43

Slide 43 text

Your Date Here Your Footer Here 44 Demo

Slide 44

Slide 44 text

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

Slide 45

Slide 45 text

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

Slide 46

Slide 46 text

Your Date Here Your Footer Here 47 Recuerdan al Gato?

Slide 47

Slide 47 text

5. Aplicación Práctica

Slide 48

Slide 48 text

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

Slide 49

Slide 49 text

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

Slide 50

Slide 50 text

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

Slide 51

Slide 51 text

Your Date Here Your Footer Here 52 Demo 52 BCI and Gaze Points frustration

Slide 52

Slide 52 text

Your Date Here Your Footer Here 53 Demo 53

Slide 53

Slide 53 text

Your Date Here Your Footer Here 54 Demo 54 BCI and Gaze Points

Slide 54

Slide 54 text

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

Slide 55

Slide 55 text

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

Slide 56

Slide 56 text

Your Date Here Your Footer Here 57 Demo 57

Slide 57

Slide 57 text

Your Date Here Your Footer Here 58 Demo

Slide 58

Slide 58 text

Your Date Here Your Footer Here 59 ¡Gracias!

Slide 59

Slide 59 text

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