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Gentle Introduction to Signal Processing and Classification for Single-Trial ERP Analysis

This video was recorded at BBCI Winter School on Neurotechnology, Berlin 2014. The aim of this lecture is to provide an illustrative tutorial on the methods for single-trial ERP analysis. Basic concepts of feature extraction and classification will be explained in a way that is accessible to participants from non-technical areas for BCI research in order to facilitate the interdisciplinary exchange. The tutorial will provide the foundation for subsequent more advanced data analysis lectures.

Keywords:: videolectures, ocwc, oec

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Health Sciences

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Material Type:: Presentation
Date Added to MERLOT:: February 8, 2015
Date Modified in MERLOT:: March 4, 2015
Author:: Benjamin Blankertz, Machine Learning and Intelligent Data Analysis Group, TU Berlin
Submitter:: The Open Education Consortium
Primary Audience:: College General Ed, College Lower Division, College Upper Division
Technical Format:: Video

Mobile Compatibility:: Not specified at this time
Language:: English
Cost Involved:: No
Source Code Available:: No
Accessibility Information Available:: Unknown
Creative Commons:: This work is licensed under a Attribution-NonCommercial-NoDerivs 3.0 United States