LEADER 04285nam 22007935 450 001 9910299586603321 005 20231205181148.0 010 $a981-10-6529-2 024 7 $a10.1007/978-981-10-6529-3 035 $a(CKB)4100000000586864 035 $a(DE-He213)978-981-10-6529-3 035 $a(MiAaPQ)EBC5024562 035 $a(PPN)204531438 035 $a(EXLCZ)994100000000586864 100 $a20170906d2018 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Intelligence Techniques in Diagnosis of Brain Diseases$b[electronic resource] /$fby Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao 205 $a1st ed. 2018. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2018. 215 $a1 online resource (XI, 70 p. 35 illus., 7 illus. in color.) 225 1 $aSpringerBriefs in Forensic and Medical Bioinformatics,$x2196-8845 311 $a981-10-6528-4 320 $aIncludes bibliographical references at the end of each chapters. 327 $a1.Introduction -- 2.Analysis of Electroencephalogram (EEG) using ANN -- 3.Classification and Analysis of EEG using SVM and MRE -- 4.Intelligent Technique to Identify Epilepsy Captures Using Fuzzy System -- 5.Analysis of EEG to find Alzheimer?s disease using Intelligent Techniques. 330 $aThis book highlights a new biomedical signal processing method of extracting a specific underlying signal from possibly noisy multi-channel recordings, and shows that the method is suitable for extracting independent components from the measured electroencephalogram (EEG) signal. The system efficiently extracts memory spindles and is also effective in Alzheimer seizures. Current developments in computer hardware and signal processing have made it possible for EEG signals or ?brain waves? to communicate between humans and computers ? an area that can be extended for use in this domain. 410 0$aSpringerBriefs in Forensic and Medical Bioinformatics,$x2196-8845 606 $aComputational intelligence 606 $aNeurology  606 $aBiomedical engineering 606 $aSignal processing 606 $aImage processing 606 $aSpeech processing systems 606 $aBioinformatics 606 $aUser interfaces (Computer systems) 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aNeurology$3https://scigraph.springernature.com/ontologies/product-market-codes/H36001 606 $aBiomedical Engineering and Bioengineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T2700X 606 $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051 606 $aComputational Biology/Bioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23050 606 $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067 615 0$aComputational intelligence. 615 0$aNeurology . 615 0$aBiomedical engineering. 615 0$aSignal processing. 615 0$aImage processing. 615 0$aSpeech processing systems. 615 0$aBioinformatics. 615 0$aUser interfaces (Computer systems). 615 14$aComputational Intelligence. 615 24$aNeurology. 615 24$aBiomedical Engineering and Bioengineering. 615 24$aSignal, Image and Speech Processing. 615 24$aComputational Biology/Bioinformatics. 615 24$aUser Interfaces and Human Computer Interaction. 676 $a153.90151 700 $aGurumoorthy$b Sasikumar$4aut$4http://id.loc.gov/vocabulary/relators/aut$01059161 702 $aM$b Naresh Babu$g(Muppalaneni)$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aGao$b Xiao-Zhi$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299586603321 996 $aComputational Intelligence Techniques in Diagnosis of Brain Diseases$92537902 997 $aUNINA