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1
Introduction
2
What is EEG
3
Demo
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How I Got This Idea
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Experiment Procedure
6
Sensor Quality
7
P300 ERP
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Azure ML
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Azure ML Template
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Visualizing the Results
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The Story
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Data normalization
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Feature extraction
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Next steps
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Thank you
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Summary
Description:
Explore the intersection of neuroscience and machine learning in this conference talk on using EEG and Azure Machine Learning for lie detection. Learn about the experiment procedure using an Emotiv EPOC headset to capture brain waves, data cleaning processes, and the creation of a classifier to predict truthfulness. Gain insights into the limitations of this approach, potential next steps, and resources for further exploration. Discover the practical applications of EEG technology and Azure ML in this fascinating presentation that covers topics such as P300 ERP, data normalization, and feature extraction.

Using EEG and Machine Learning to Perform Lie Detection

NDC Conferences
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