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020 _a9789811065293
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024 7 _a10.1007/978-981-10-6529-3
_2doi
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072 7 _aTEC009000
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072 7 _aUYQ
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100 1 _aGurumoorthy, Sasikumar.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_961527
245 1 0 _aComputational Intelligence Techniques in Diagnosis of Brain Diseases
_h[electronic resource] /
_cby Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao.
250 _a1st ed. 2018.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2018.
300 _aXI, 70 p. 35 illus., 7 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Forensic and Medical Bioinformatics,
_x2196-8853
505 0 _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.
520 _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.
650 0 _aComputational intelligence.
_97716
650 0 _aNeurology .
_937576
650 0 _aBiomedical engineering.
_93292
650 0 _aSignal processing.
_94052
650 0 _aBioinformatics.
_99561
650 0 _aUser interfaces (Computer systems).
_911681
650 0 _aHuman-computer interaction.
_96196
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aNeurology.
_937577
650 2 4 _aBiomedical Engineering and Bioengineering.
_931842
650 2 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aComputational and Systems Biology.
_931619
650 2 4 _aUser Interfaces and Human Computer Interaction.
_931632
700 1 _aMuppalaneni, Naresh Babu.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_961528
700 1 _aGao, Xiao-Zhi.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_961529
710 2 _aSpringerLink (Online service)
_961530
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789811065286
776 0 8 _iPrinted edition:
_z9789811065309
830 0 _aSpringerBriefs in Forensic and Medical Bioinformatics,
_x2196-8853
_961531
856 4 0 _uhttps://doi.org/10.1007/978-981-10-6529-3
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80775
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