Computational Intelligence Techniques in Diagnosis of Brain Diseases / / by Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao
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| Autore: |
Gurumoorthy Sasikumar
|
| Titolo: |
Computational Intelligence Techniques in Diagnosis of Brain Diseases / / by Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao
|
| Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Edizione: | 1st ed. 2018. |
| Descrizione fisica: | 1 online resource (XI, 70 p. 35 illus., 7 illus. in color.) |
| Disciplina: | 153.90151 |
| Soggetto topico: | Computational intelligence |
| Neurology | |
| Biomedical engineering | |
| Signal processing | |
| Image processing | |
| Speech processing systems | |
| Bioinformatics | |
| User interfaces (Computer systems) | |
| Computational Intelligence | |
| Biomedical Engineering and Bioengineering | |
| Signal, Image and Speech Processing | |
| Computational Biology/Bioinformatics | |
| User Interfaces and Human Computer Interaction | |
| Persona (resp. second.): | MNaresh Babu (Muppalaneni) |
| GaoXiao-Zhi | |
| Nota di bibliografia: | Includes bibliographical references at the end of each chapters. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Computational Intelligence Techniques in Diagnosis of Brain Diseases |
| ISBN: | 981-10-6529-2 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910299586603321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
SpringerBriefs in Forensic and Medical Bioinformatics, . 2196-8845