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Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG)

Design of a personal comunication device, based in EEG signals

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Citación

       
Date
2015-12-14
Author
Salguero López, Jennifer
Obtained degree
Ingeniero en Mecatrónica
Key words
; electroencefalografia (eeg); procesamiento de señales
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Abstract
This paper presents a brain-computer interface (BCI) designed for patients affected with Amyotrophic lateral sclerosis (ALS) or with other diseases with Bulbar-Spinal Muscular Atrophy that affect the patient interaction with the environment. By using an EEG portable (Emotiv Epoc) we acquired neural signals which were processed and used for make a choice in the initial prototype for healthy subjects. In this case, we have worked with EEG’s artifacts with the purpose of train and validate a neural network with seven different persons. With the results obtained, we can conclude that the Emotiv headset is a good alternative for the creation of technological devices, which purpose is to close the communication gap between a diseased patient and his environment.
This paper presents a brain-computer interface (BCI) designed for patients affected with Amyotrophic lateral sclerosis (ALS) or with other diseases with Bulbar-Spinal Muscular Atrophy that affect the patient interaction with the environment. By using an EEG portable (Emotiv Epoc) we acquired neural signals which were processed and used for make a choice in the initial prototype for healthy subjects. In this case, we have worked with EEG’s artifacts with the purpose of train and validate a neural network with seven different persons. With the results obtained, we can conclude that the Emotiv headset is a good alternative for the creation of technological devices, which purpose is to close the communication gap between a diseased patient and his environment.
URI
http://hdl.handle.net/10654/7476
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