Sasikumar Gurumoorthy,
Naresh Babu Muppalaneni,
Xiao-Zhi Gao
Computational Intelligence Techniques in Diagnosis of Brain Diseases
Paperback Engels 2017 9789811065286
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This 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.
Specificaties
ISBN13:9789811065286
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Singapore
Lezersrecensies
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Inhoudsopgave
<p>1.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.</p>
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