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A Novel Principal and Independent Component Analysis Preprocessing Technique for Neural Network Classification of Electroencephalography Signals for Brain Computer Interface Development
Title
A Novel Principal and Independent Component Analysis Preprocessing Technique for Neural Network Classification of Electroencephalography Signals for Brain Computer Interface Development
Author
Major, Tyler
Date Created
2018
Description
The field of brain computer interfaces (BCI) is growing rapidly. Innovations that help benefit disabled persons is the overall goal of the research, currently. Every brain computer interface consists of three basic parts: a sensing device, signal ...
A Novel Principal and Independent Component Analysis Preprocessing Technique for Neural Network Classification of Electroencephalography Signals for Brain Computer Interface Development
Title
A Novel Principal and Independent Component Analysis Preprocessing Technique for Neural Network Classification of Electroencephalography Signals for Brain Computer Interface Development
Author
Major, Tyler
Date Created
2018
Description
The field of brain computer interfaces (BCI) is growing rapidly. Innovations that help benefit disabled persons is the overall goal of the research, currently. Every brain computer interface consists of three basic parts: a sensing device, signal ...
A Novel Principal and Independent Component Analysis Preprocessing Technique for Neural Network Classification of Electroencephalography Signals for Brain Computer Interface Development
Title
A Novel Principal and Independent Component Analysis Preprocessing Technique for Neural Network Classification of Electroencephalography Signals for Brain Computer Interface Development
Author
Major, Tyler
Date Created
2018
Subjects--Topical
Electrical engineering
Description
The field of brain computer interfaces (BCI) is growing rapidly. Innovations that help benefit disabled persons is the overall goal of the research, currently. Every brain computer interface consists of three basic parts: a sensing device, signal ...
DEVELOPING A BRAIN COMPUTER INTERFACE CONTROL SYSTEM FOR ROBOTIC MOVEMENT IN TWO DIMENSIONS
Title
DEVELOPING A BRAIN COMPUTER INTERFACE CONTROL SYSTEM FOR ROBOTIC MOVEMENT IN TWO DIMENSIONS
Author
Major, Tyler
Date Created
2014
Description
This paper concerns the theory behind developing a brain computer interface (BCI) and the applications of such a system. Signal acquisition methods such as Functional Magnetic Resonance Imaging (fMRI), Near-Infrared Spectroscopy (NIRS), Magnetoenc...
DEVELOPING A BRAIN COMPUTER INTERFACE CONTROL SYSTEM FOR ROBOTIC MOVEMENT IN TWO DIMENSIONS
Title
DEVELOPING A BRAIN COMPUTER INTERFACE CONTROL SYSTEM FOR ROBOTIC MOVEMENT IN TWO DIMENSIONS
Author
Major, Tyler
Date Created
2014
Subjects--Topical
Electrical engineering
Description
This paper concerns the theory behind developing a brain computer interface (BCI) and the applications of such a system. Signal acquisition methods such as Functional Magnetic Resonance Imaging (fMRI), Near-Infrared Spectroscopy (NIRS), Magnetoenc...