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Using EEG and Machine Learning to Perform Lie Detection

Offered By: NDC Conferences via YouTube

Tags

NDC Conferences Courses Data Visualization Courses Machine Learning Courses Data Cleaning Courses Feature Extraction Courses Lie Detection Courses

Course Description

Overview

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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.

Syllabus

Introduction
What is EEG
Demo
How I Got This Idea
Experiment Procedure
Sensor Quality
P300 ERP
Azure ML
Azure ML Template
Visualizing the Results
The Story
Data normalization
Feature extraction
Next steps
Thank you
Summary


Taught by

NDC Conferences

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