By Hojjat Adeli,Samanwoy Ghosh-Dastidar
Based at the authors’ groundbreaking learn, Automated EEG-Based prognosis of Neurological problems: Inventing the way forward for Neurology offers a study ideology, a unique multi-paradigm technique, and complicated computational types for the automatic EEG-based analysis of neurological problems. it's in accordance with the inventive integration of 3 varied computing applied sciences and problem-solving paradigms: neural networks, wavelets, and chaos idea. The ebook additionally contains 3 introductory chapters that familiarize readers with those 3 unique paradigms.
After large learn and the invention of appropriate mathematical markers, the authors current a strategy for epilepsy analysis and seizure detection that gives a very good accuracy expense of ninety six percentage. They learn know-how that has the aptitude to affect and rework neurology perform in an important approach. They also comprise a few initial effects in the direction of EEG-based analysis of Alzheimer’s ailment.
The method provided within the ebook is mainly flexible and will be tailored and utilized for the analysis of different mind issues. The senior writer is at the moment extending the recent know-how to analysis of ADHD and autism. A moment contribution made by way of the booklet is its presentation and development of Spiking Neural Networks because the seminal origin of a extra reasonable and believable 3rd iteration neural community.
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Extra info for Automated EEG-Based Diagnosis of Neurological Disorders: Inventing the Future of Neurology
Automated EEG-Based Diagnosis of Neurological Disorders: Inventing the Future of Neurology by Hojjat Adeli,Samanwoy Ghosh-Dastidar