Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
CSC570 Lecture 05
Search
Javier Gonzalez-Sanchez
PRO
April 16, 2023
Research
0
330
CSC570 Lecture 05
Applied Affective Computing
BCI Hands-on Lab
(202304)
Javier Gonzalez-Sanchez
PRO
April 16, 2023
Tweet
Share
More Decks by Javier Gonzalez-Sanchez
See All by Javier Gonzalez-Sanchez
CSC307 Lecture 16
javiergs
PRO
0
49
CSC570 Lecture 13
javiergs
PRO
0
27
CSC307 Lecture 17
javiergs
PRO
0
3
UP Lecture 30
javiergs
PRO
0
81
UP Lecture 25
javiergs
PRO
0
71
CSC486 Lecture 14
javiergs
PRO
0
150
CSC486 Lecture 13
javiergs
PRO
0
110
CSC486 Lecture 12
javiergs
PRO
0
110
CSC486 Lecture 11
javiergs
PRO
0
60
Other Decks in Research
See All in Research
Sosiaalisen median katsaus 03/2025 + tekoäly
hponka
0
1.1k
NLP2025 WS Shared Task 文法誤り訂正部門 ehiMetrick
sugiyamaseiji
0
180
コーパスを丸呑みしたモデルから言語の何がわかるか
eumesy
PRO
11
3.7k
Ad-DS Paper Circle #1
ykaneko1992
0
5.2k
SkySense : A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery
satai
3
170
Streamlit 総合解説 ~ PythonistaのためのWebアプリ開発 ~
mickey_kubo
1
760
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
satai
3
160
ノンパラメトリック分布表現を用いた位置尤度場周辺化によるRTK-GNSSの整数アンビギュイティ推定
aoki_nosse
0
310
DeepSeek-R1の論文から読み解く背景技術
personabb
3
620
線形判別分析のPU学習による朝日歌壇短歌の分析
masakat0
0
120
Pix2Poly: A Sequence Prediction Method for End-to-end Polygonal Building Footprint Extraction from Remote Sensing Imagery
satai
3
380
Vision Language Modelと完全自動運転AIの最新動向
tsubasashi
2
610
Featured
See All Featured
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
Fantastic passwords and where to find them - at NoRuKo
philnash
51
3.2k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
34
3k
We Have a Design System, Now What?
morganepeng
52
7.6k
A designer walks into a library…
pauljervisheath
205
24k
The Power of CSS Pseudo Elements
geoffreycrofte
76
5.8k
Adopting Sorbet at Scale
ufuk
76
9.4k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
228
22k
A Modern Web Designer's Workflow
chriscoyier
693
190k
Java REST API Framework Comparison - PWX 2021
mraible
31
8.6k
YesSQL, Process and Tooling at Scale
rocio
172
14k
RailsConf 2023
tenderlove
30
1.1k
Transcript
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
Previously …
Let Us Get Some Data 3
Brain 4 https://askabiologist.asu.edu/brain-regions
None
Emotiv Insight 6
Set Up
Emotiv 8
Emotiv 9
Emotiv 10
None
Dataset
Files 13 <date> _AFFECT.txt <date> _DEVICE.txt <date> _EEG.txt <date> _FACE.txt
<date> _PAD.txt
None
DEVICE | Battery 15 * The headset uses Bluetooth or
BLE, which periodically spikes power usage:
None
AFFECT | we need to remove outliers (noise) 17
None
None
(+++) Engagement 🙂🫀🕹 (+--) Starting Agreement Docility 🙂 👾 (++-)
Excitement Interest 🙂🫀👾
👀 👨🏫
FACE | Action Eyes 22
FACE | Upper Face 23 😖 😟
FACE | Lower Face 24
None
None
Questions 27
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.