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YouTube

Brainwaves for Hackers 3.0

EuroPython Conference via YouTube

Overview

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Explore the secrets of the brain using Python skills in this 35-minute conference talk from EuroPython 2016. Dive into electroencephalography (EEG) and learn about experiments with the Neurosky Mindwave and Muse headset. Discover how to measure brain waves using portable devices and analyze the data in Jupyter notebooks. Gain insights into Evoked Response Potentials (ERP) and Neuro Feedback training. Follow along as the speaker demonstrates interactive experiments, discusses the architecture and physiology of brain wave measurement, and explores data analysis techniques including HTML widgets, timestamps, winnowing, standard deviation, DataFrames, and correlation. Conclude with an overview of additional topics and a Q&A session.

Syllabus

Introduction
What are brain waves
Headsets
Headset comparison
Open BCI
Architecture
Physiology
Experiment class
HTML widget
Timestamp
Winnow
Standard Deviation
DataFrame
Correlation
Conclusion
Other stuff
Questions

Taught by

EuroPython Conference

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