Combining ICA with Wavelet Transformation on Grouped EEG for Epileptic Seizure Detection
碩士 === 國立成功大學 === 電腦與通信工程研究所 === 98 === In this thesis, we propose a new scheme which combines ICA with wavelet transformation on grouped EEG signals for epileptic seizure detection. The Independent Component Analysis (ICA) is adopted to enhance epileptic seizure. Then, wavelet transformation is fol...
Main Authors: | , |
---|---|
Other Authors: | |
Format: | Others |
Language: | en_US |
Published: |
2010
|
Online Access: | http://ndltd.ncl.edu.tw/handle/23888851512997709542 |
id |
ndltd-TW-098NCKU5652046 |
---|---|
record_format |
oai_dc |
spelling |
ndltd-TW-098NCKU56520462015-11-06T04:03:58Z http://ndltd.ncl.edu.tw/handle/23888851512997709542 Combining ICA with Wavelet Transformation on Grouped EEG for Epileptic Seizure Detection 結合獨立成分分析及小波轉換於分組腦波中偵測癲癇 Han-YenChang 張涵彥 碩士 國立成功大學 電腦與通信工程研究所 98 In this thesis, we propose a new scheme which combines ICA with wavelet transformation on grouped EEG signals for epileptic seizure detection. The Independent Component Analysis (ICA) is adopted to enhance epileptic seizure. Then, wavelet transformation is followed with a dynamic threshold for identifying the epileptic seizure location. A series of experiments has been conducted to evaluate the proposed approach. The experimental results show that the proposed method has a superior performance than other approaches. Pau-Choo Chung 詹寶珠 2010 學位論文 ; thesis 79 en_US |
collection |
NDLTD |
language |
en_US |
format |
Others
|
sources |
NDLTD |
description |
碩士 === 國立成功大學 === 電腦與通信工程研究所 === 98 === In this thesis, we propose a new scheme which combines ICA with wavelet transformation on grouped EEG signals for epileptic seizure detection. The Independent Component Analysis (ICA) is adopted to enhance epileptic seizure. Then, wavelet transformation is followed with a dynamic threshold for identifying the epileptic seizure location. A series of experiments has been conducted to evaluate the proposed approach. The experimental results show that the proposed method has a superior performance than other approaches.
|
author2 |
Pau-Choo Chung |
author_facet |
Pau-Choo Chung Han-YenChang 張涵彥 |
author |
Han-YenChang 張涵彥 |
spellingShingle |
Han-YenChang 張涵彥 Combining ICA with Wavelet Transformation on Grouped EEG for Epileptic Seizure Detection |
author_sort |
Han-YenChang |
title |
Combining ICA with Wavelet Transformation on Grouped EEG for Epileptic Seizure Detection |
title_short |
Combining ICA with Wavelet Transformation on Grouped EEG for Epileptic Seizure Detection |
title_full |
Combining ICA with Wavelet Transformation on Grouped EEG for Epileptic Seizure Detection |
title_fullStr |
Combining ICA with Wavelet Transformation on Grouped EEG for Epileptic Seizure Detection |
title_full_unstemmed |
Combining ICA with Wavelet Transformation on Grouped EEG for Epileptic Seizure Detection |
title_sort |
combining ica with wavelet transformation on grouped eeg for epileptic seizure detection |
publishDate |
2010 |
url |
http://ndltd.ncl.edu.tw/handle/23888851512997709542 |
work_keys_str_mv |
AT hanyenchang combiningicawithwavelettransformationongroupedeegforepilepticseizuredetection AT zhānghányàn combiningicawithwavelettransformationongroupedeegforepilepticseizuredetection AT hanyenchang jiéhédúlìchéngfēnfēnxījíxiǎobōzhuǎnhuànyúfēnzǔnǎobōzhōngzhēncèdiānxián AT zhānghányàn jiéhédúlìchéngfēnfēnxījíxiǎobōzhuǎnhuànyúfēnzǔnǎobōzhōngzhēncèdiānxián |
_version_ |
1718126133194522624 |