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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

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Previously …

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Let Us Get Some Data 3

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

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Emotiv Insight 6

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Set Up

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Dataset

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Files 13 _AFFECT.txt _DEVICE.txt _EEG.txt _FACE.txt _PAD.txt

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DEVICE | Battery 15 * The headset uses Bluetooth or BLE, which periodically spikes power usage:

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AFFECT | we need to remove outliers (noise) 17

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(+++) Engagement 🙂🫀🕹 (+--) Starting Agreement Docility 🙂 👾 (++-) Excitement Interest 🙂🫀👾

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👀 👨🏫

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FACE | Action Eyes 22

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FACE | Upper Face 23 😖 😟

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FACE | Lower Face 24

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Questions 27

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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.