Automated EEG-based diagnosis of neurological disorders : inventing the future of neurology /: inventing the future of neurology. (©2010)

• Record Type: Book
• Further Information: Note: Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr.
• Other Names: Adeli, Hojjat, 1950-; Ghosh-Dastidar, Samanwoy
• Contents: Time-frequency analysis : wavelet transforms -- Chaos theory -- Classifier designs -- Electroencephalograms and epilepsy -- Analysis of EEGs in an epileptic patient using wavelet transform -- Wavelet-chaos methodology for analysis of EEGs and EEG sub-bands -- Mixed-band wavelet-chaos neural network methodology -- Principal component analysis-enhanced cosine radial basis function neural network -- Alzheimer's disease and models of computation : imaging, classification, and neural models -- Alzheimer's disease : models of computation and analysis of EEGs -- A spatio-temporal wavelet-chaos methodology for EEG-based diagnosis of Alzheimer's disease -- Spiking neural networks : spiking neurons and learning algorithms -- Improved spiking neural networks with application to EEG classification and epilepsy and seizure detection -- A new supervised learning algorithm for multiple spiking neural networks -- Applications of multiple spiking neural networks : EEG classification and epilepsy and seizure detection.
• Publisher Details: Boca Raton, FL : CRC Press/Taylor & Francis
• Publication Date: 2010
• Copyright Date: 2010
• Extent: 1 online resource (xxxvi, 387 pages), illustrations
• Subjects: 616.8/047547; Electroencephalography -- Data processing; Brain -- Diseases -- Diagnosis -- Data processing; Medicine; HEALTH & FITNESS -- Diseases -- Nervous System (incl. Brain); MEDICAL -- Neurology; Electroencephalography -- Data processing; Nervous System Diseases -- diagnosis; Diagnosis, Computer-Assisted -- methods; Electronic books
• Languages: English
• ISBNs: 9781439815311; 1439815313; 9781439815328; 1439815321; 1282902814; 9781282902817
• Notes: Note: Includes bibliographical references and index.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.