Upgrade to Pro — share decks privately, control downloads, hide ads and more …

CSC570 Lecture 05

Avatar for Javier Gonzalez-Sanchez Javier Gonzalez-Sanchez PRO
April 16, 2023
Research
390
0

CSC570 Lecture 05

Applied Affective Computing
BCI Hands-on Lab
(202304)

Avatar for Javier Gonzalez-Sanchez

Javier Gonzalez-Sanchez PRO

April 16, 2023

More Decks by Javier Gonzalez-Sanchez

See All by Javier Gonzalez-Sanchez
CSC307 Lecture 21
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
61
CSC307 Lecture 17
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
330
CSC305 Lecture 18
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
380
final project
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
120
CSC305 Lecture 18
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
94
CSC307_L17_mqtt.pdf
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
62
UP Lecture 28
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
59
CSC307_L99_TDD.pdf
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
67
CSC307_L99_TDD.pdf
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
63

Other Decks in Research

See All in Research
適応的スパムフィルタのための軽量な類似メッセージカウンタ / jsai2026-adaptive-spam-filter
Avatar for monochromegane monochromegane
0
4.3k
Model Discovery and Graph Simulation: A Lightweight Gateway to Chaos Engineering
Avatar for Anatoly A. Krasnovsky anatolykr
0
220
オーストリア流 都市の公共交通サービス水準評価@公共交通オープンデータ最前線2026
Avatar for Traffic Brain trafficbrain
0
210
AY 2026 Guide to Academic Writing Using Generative AI - Workshop
Avatar for Kenji Saito ks91
PRO
0
130
医療LLMの現在地〜最新研究から社会実装までを考える〜
Avatar for kento sugimoto kento1109
1
1.6k
英語教育 “研究” のあり方：学術知とアウトリーチの緊張関係
Avatar for TerasawaT terasawat
1
1k
【ローカルAIに向き合う展示会vol.2】液体時間定数型モジュールを用いた オリジナルの双方向エンコーダーモデルNexteraBERT 推論速度向上検討並びにダウンストリーム評価
Avatar for Rikka Botan rikkabotan7
0
120
2026年3月1日（日）福島「除染土」の公共利用をかんがえる
Avatar for Masano Atsuko atsukomasano2026
0
670
AIエージェント時代のLLM-jpモデルのあるべき姿
Avatar for Kouta Nakayama k141303
0
520
Φ-Sat-2のAutoEncoderによる情報圧縮系論文
Avatar for SatAI.challenge satai
4
860
2026年版中小企業白書・小規模企業白書の概要
Avatar for Takashi Ozeki ozekinote
0
110
YOLO26_ Key Architectural Enhancements and Performance Benchmarking for Real-Time Object Detection
Avatar for SatAI.challenge satai
3
880

Featured

See All Featured
How to Build an AI Search Optimization Roadmap - Criteria and Steps to Take #SEOIRL
Avatar for Aleyda Solis aleyda
1
2.1k
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
Avatar for Szymon Słowik szymonslowik
1
1.2k
Crafting Experiences
Avatar for Bethany Jepchumba bethany
1
220
Test your architecture with Archunit
Avatar for Yoan thirion
1
2.3k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
Avatar for Sophie Logan marketingsoph
0
280
How To Stay Up To Date on Web Technology
Avatar for Chris Coyier chriscoyier
790
250k
State of Search Keynote: SEO is Dead Long Live SEO
Avatar for Ryan Jones ryanjones
0
220
Highjacked: Video Game Concept Design
Avatar for Ryan Kendrick rkendrick25
PRO
1
410
How to Talk to Developers About Accessibility
Avatar for Jason CranfordTeague jct
2
400
Why Mistakes Are the Best Teachers: Turning Failure into a Pathway for Growth
Avatar for Umar Saidu Auna auna
0
180
Leo the Paperboy
Avatar for Maya Tellez mayatellez
8
1.9k
How Fast Is Fast Enough? [PerfNow 2025]
Avatar for Tammy Everts tammyeverts
3
660

Transcript

  1. Dr. Javier Gonzalez-Sanchez [email protected] www.javiergs.info o ffi ce: 14 -227

    CSC 570 Current Topics in Computer Science Applied Affective Computing Lecture 05. BCI Hands-on Lab

  2. Previously …

  3. Let Us Get Some Data 3

  4. Brain 4 https://askabiologist.asu.edu/brain-regions

  5. None

  6. Emotiv Insight 6

  7. Set Up

  8. Emotiv 8

  9. Emotiv 9

  10. Emotiv 10

  11. None

  12. Dataset

  13. Files 13 <date> _AFFECT.txt <date> _DEVICE.txt <date> _EEG.txt <date> _FACE.txt

    <date> _PAD.txt
  14. None

  15. DEVICE | Battery 15 * The headset uses Bluetooth or

    BLE, which periodically spikes power usage:
  16. None

  17. AFFECT | we need to remove outliers (noise) 17

  18. None
  19. None

  20. (+++) Engagement 🙂🫀🕹 (+--) Starting Agreement Docility 🙂 👾 (++-)

    Excitement Interest 🙂🫀👾

  21. 👀 👨🏫

  22. FACE | Action Eyes 22

  23. FACE | Upper Face 23 😖 😟

  24. FACE | Lower Face 24

  25. None
  26. None

  27. Questions 27

  28. CSC 570 Applied Affective Computing Javier Gonzalez-Sanchez, Ph.D. [email protected] Spring

    2025 Copyright. These slides can only be used as study material for the class CSC 570 at Cal Poly. They cannot be distributed or used for another purpose.