Difference between revisions of "Projects:2017s1-157 Automated Classification of Brain Activity during Sleep"
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Sleep is a state of reduced consciousness that can be classified into different stages, based on the level of brain activity as recorded via electroencephalogram (EEG). The aim of this project is to develop a automated sleep staging algorithm and validate on a large data set of overnight seep studies, using Matlab. An interest in signal processing, feature extraction and classification as well as sleep is required. | Sleep is a state of reduced consciousness that can be classified into different stages, based on the level of brain activity as recorded via electroencephalogram (EEG). The aim of this project is to develop a automated sleep staging algorithm and validate on a large data set of overnight seep studies, using Matlab. An interest in signal processing, feature extraction and classification as well as sleep is required. | ||
'''Project Group Members:''' | '''Project Group Members:''' | ||
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Woojin Jung | Woojin Jung | ||
Brock Hamann | Brock Hamann | ||
'''Project Supervisors''' | '''Project Supervisors''' | ||
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Mathias Baumert | Mathias Baumert | ||
Sarah Anita Immanuel | Sarah Anita Immanuel | ||
Revision as of 20:44, 30 March 2017
Introduction
Project Description
Sleep is a state of reduced consciousness that can be classified into different stages, based on the level of brain activity as recorded via electroencephalogram (EEG). The aim of this project is to develop a automated sleep staging algorithm and validate on a large data set of overnight seep studies, using Matlab. An interest in signal processing, feature extraction and classification as well as sleep is required.
Project Group Members:
Woojin Jung Brock Hamann
Project Supervisors
Mathias Baumert Sarah Anita Immanuel
