Epilepsy Detection Based On Eeg Signals
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| Title: | Epilepsy Detection Based On Eeg Signals |
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| Authors: | Adarsh K S, Maya K |
| Source: | Journal of Signal Processing. 4(3):18-25 |
| Publisher Information: | Zenodo, 2018. |
| Publication Year: | 2018 |
| Subject Terms: | 0202 electrical engineering, electronic engineering, information engineering, Electroencephalogram (EEG), Neural Network, specificity, accuracy, sensitivity, Epileptic seizure, SNR, 02 engineering and technology, 0101 mathematics, 01 natural sciences, 3. Good health |
| Description: | Epilepsy is a brain neurological disorder in which the brain activity becomes abnormal causing unusual behavior, uncontrollable jerking movements, sensation and sometimes loss of awareness, affecting 71 million people world-wide. ElectroEncephaloGram (EEG) is used to measure the electro-neurological activity of the brain. When the Signal to Noise Ratio (SNR) of the noisy data is lower than 0dB the current seizure detection method can’t maintain a strong performance. The SNR of the noise data is below 0dB or negative means that EEG data is corrupted with serious levels of noise.. |
| Document Type: | Article |
| Language: | English |
| ISSN: | 1342-6230 |
| DOI: | 10.5281/zenodo.1488874 |
| DOI: | 10.5281/zenodo.1488873 |
| Access URL: | https://matjournals.in/index.php/JOSP/article/download/3028/2105 https://zenodo.org/record/1488874 |
| Rights: | CC BY |
| Accession Number: | edsair.doi.dedup.....6f94e2cbb1062ce0add805a42213a8ec |
| Database: | OpenAIRE |
Nájsť tento článok vo Web of Science | Abstract: | Epilepsy is a brain neurological disorder in which the brain activity becomes abnormal causing unusual behavior, uncontrollable jerking movements, sensation and sometimes loss of awareness, affecting 71 million people world-wide. ElectroEncephaloGram (EEG) is used to measure the electro-neurological activity of the brain. When the Signal to Noise Ratio (SNR) of the noisy data is lower than 0dB the current seizure detection method can’t maintain a strong performance. The SNR of the noise data is below 0dB or negative means that EEG data is corrupted with serious levels of noise.. |
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| ISSN: | 13426230 |
| DOI: | 10.5281/zenodo.1488874 |