Using EEG & Machine Learning to Perform Lie Detection • Jennifer Marsman • YOW! 2017

This presentation was recorded at YOW! 2017. #GOTOcon #YOW Jennifer Marsman - Principle Software Engineer at Microsoft @jennifermarsman2116 RESOURCES ABSTRACT Using an #EPOC headset from #Emotiv, I have captured 14 channels of #EEG (brain waves) while subjects lied and answered truthfully to a series of questions. I fed this labelled dataset into #Azure Machine Learning to build a classifier which predicts whether a subject is telling the truth or lying. In this session, I will share my results on this “lie detector” experiment. I will show my machine learning model, data cleaning process, and results, along with discussing the limitations of my approach and next steps/resources. Attendees will gain exposure to the Emotiv #EPOCHeadset and Azure Machine Learning. [...] RECOMMENDED BOOKS Stefan Helzle • Low-Code Application Development with Appian • Phil Winder • Reinforcement Learning • Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • #MachineLearning #AzureML #LieDetection #LieDetector #JenniferMarsman #YOWcon Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at Sign up for updates and specials at SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily.