automated eeg based diagnosis of neurological disorders inventing the future of neurology

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Automated Eeg Based Diagnosis Of Neurological Disorders

Author : Hojjat Adeli
ISBN : 1439815321
Genre : Medical
File Size : 37. 95 MB
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Based on the authors’ groundbreaking research, Automated EEG-Based Diagnosis of Neurological Disorders: Inventing the Future of Neurology presents a research ideology, a novel multi-paradigm methodology, and advanced computational models for the automated EEG-based diagnosis of neurological disorders. It is based on the ingenious integration of three different computing technologies and problem-solving paradigms: neural networks, wavelets, and chaos theory. The book also includes three introductory chapters that familiarize readers with these three distinct paradigms. After extensive research and the discovery of relevant mathematical markers, the authors present a methodology for epilepsy diagnosis and seizure detection that offers an exceptional accuracy rate of 96 percent. They examine technology that has the potential to impact and transform neurology practice in a significant way. They also include some preliminary results towards EEG-based diagnosis of Alzheimer’s disease. The methodology presented in the book is especially versatile and can be adapted and applied for the diagnosis of other brain disorders. The senior author is currently extending the new technology to diagnosis of ADHD and autism. A second contribution made by the book is its presentation and advancement of Spiking Neural Networks as the seminal foundation of a more realistic and plausible third generation neural network.

Future Generation Information Technology

Author : Jung-Hyun Lee
ISBN : 9783642175695
Genre : Computers
File Size : 50. 66 MB
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As information technology (IT) becomes specialized and fragmented, it is easy to lose sight that many topics have common threads and because of this, advances in one s- discipline may transmit to another. The presentation of results between different s- disciplines encourages this interchange for the advancement of IT as a whole. This volume comprises the selection of papers presented at the Second International Mega-Conference on Future Generation Information Technology (FGIT 2010), composed of the following 11 international conferences: Advanced Software Engineering and Its Applications (ASEA 2010), Bio-Science and Bio- Technology (BSBT 2010), Control and Automation (CA 2010), Disaster Recovery and Business Continuity (DRBC 2010), Database Theory and Application (DTA 2010), Future Generation Communication and Networking (FGCN 2010), Grid and Distributed Computing (GDC 2010), Multimedia, Computer Graphics and Broadcasting (MulGraB 2010), Security Technology (SecTech 2010), Signal Processing, Image Processing and Pattern Recognition (SIP 2010), as well as u- and e-Service, Science and Technology (UNESST 2010). In total, 1,630 papers were submitted to FGIT 2010 from 30 countries. The submitted papers went through a rigorous reviewing process and 395 papers were accepted. Of these 395 papers, 60 were assigned to this volume. In addition, this volume contains 7 invited papers and abstracts. Of the remaining accepted papers, 269 were distributed among 8 volumes of proceedings published by Springer in the CCIS series. 66 papers were withdrawn due to technical reasons.

Smart Techniques For A Smarter Planet

Author : Manoj Kumar Mishra
ISBN : 9783030031312
Genre : Computers
File Size : 78. 79 MB
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This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classification, a systematic study is missing in the current literature. Here, the editors collected a set of chapters on key topics, paying attention to provide an equal balance of theory and practice, and to outline similarities between the different techniques and applications. All in all, the book provides an unified view on the field on intelligent methods, with their current perspective and future challenges.

Neural Information Processing

Author : Akira Hirose
ISBN : 9783319466811
Genre : Computers
File Size : 32. 97 MB
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The four volume set LNCS 9947, LNCS 9948, LNCS 9949, and LNCS 9950 constitues the proceedings of the 23rd International Conference on Neural Information Processing, ICONIP 2016, held in Kyoto, Japan, in October 2016. The 296 full papers presented were carefully reviewed and selected from 431 submissions. The 4 volumes are organized in topical sections on deep and reinforcement learning; big data analysis; neural data analysis; robotics and control; bio-inspired/energy efficient information processing; whole brain architecture; neurodynamics; bioinformatics; biomedical engineering; data mining and cybersecurity workshop; machine learning; neuromorphic hardware; sensory perception; pattern recognition; social networks; brain-machine interface; computer vision; time series analysis; data-driven approach for extracting latent features; topological and graph based clustering methods; computational intelligence; data mining; deep neural networks; computational and cognitive neurosciences; theory and algorithms.

Advanced Signal Processing On Brain Event Related Potentials

Author : Fengyu Cong
ISBN : 9789814623100
Genre : Technology & Engineering
File Size : 81. 29 MB
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This book is devoted to the application of advanced signal processing on event-related potentials (ERPs) in the context of electroencephalography (EEG) for the cognitive neuroscience. ERPs are usually produced through averaging single-trials of preprocessed EEG, and then, the interpretation of underlying brain activities is based on the ordinarily averaged EEG. We find that randomly fluctuating activities and artifacts can still present in the averaged EEG data, and that constant brain activities over single trials can overlap with each other in time, frequency and spatial domains. Therefore, before interpretation, it will be beneficial to further separate the averaged EEG into individual brain activities. The book proposes systematic approaches pre-process wavelet transform (WT), independent component analysis (ICA), and nonnegative tensor factorization (NTF) to filter averaged EEG in time, frequency and space domains to sequentially and simultaneously obtain the pure ERP of interest. Software of the proposed approaches will be open-accessed. Contents:IntroductionWavelet Filter Design Based on Frequency Responses for Filtering ERP Data With Duration of One EpochIndividual-Level ICA to Extract the ERP Components from the Averaged EEG DataMulti-Domain Feature of the ERP Extracted by NTF: New Approach for Group-Level Analysis of ERPsAnalysis of Ongoing EEG by NTF During Real-World Music ExperiencesAppendix: Introduction to Basic Knowledge of Mismatch Negativity Readership: Undergraduate, graduate, researchers and professionals in the field of neurology/neuroscience, medical imaging, psychology, biomedical engineering and computer science. Key Features:Advanced signal processing approaches can be applied on averaged EEG to extract ERPs' componentsFiltering ERPs in time, frequency and space domains sequentially and simultaneouslyDemo of ERP data and MATLAB codes are open-access for the advanced signal processing approaches on ERPsKeywords:Event-Related Potentials (ERPs);Digital Filter;Wavelet Filter;Independent Component Analysis;Tensor Decomposition;Nonnegative Tensor Factorization;Time-Frequency Representation

Author : Mark A. Runco
ISBN : 9786035031080
Genre : Self-Help
File Size : 87. 8 MB
Format : PDF, Kindle
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إضافة إلى تلخيصه للبحوث العلمية عن الإبداع، فقد جمع هذا الكتاب إسهامات متناثرة في علم النفس والتجارة، والتربية، وعلم الاجتماع، والاقتصاد، وموضوعات أخرى، مستقصياً ما تشير إليه نتائج البحوث بخصوص تطور الإبداع ومظاهره وتقويته. يبدأ الكتاب بمناقشة نظريات الإبداع، ثم يستعرض البحوث المتعلقة بالنقاش الدائر حول دور التنشئة والوراثة فيها، وكيفية ارتباطه بالشخصية، وكذلك كيفية تأثير السياق الاجتماعي فيه، ودور الصحة العقلية وعلاقتها به، إضافة إلى تأثير فروق النوع الاجتماعي ـ الجندر ـ وكذلك إلى كيفية ارتباط الإبداع بكلٍّ من الاختراع، والابتكار، والخيال، والتكيّف، وكيف يختلف عنها. قُصد من تأليف هذا الكتاب أن يكون مرجعاً في الإبداع؛ ولهذا فإنه سيكون مصدراً شاملاً للبحوث المهتمة بهذا الموضوع، لا يستغني عنه الدارسون ولا المكتبات. ويتضمن هذا الكتاب أيضاً القضايا المثيرة للجدل، والحقائق التاريخية، والقياسات ... إلخ؛ وعليه فإنه سيلقي نظرة ساحرة على هذا العالم؛ عالم الإبداع. المحتويات 1.العمليات المعرفية والإبداع. 2. الاتجاهات التطورية والعوامل المؤثرة في الإبداع. 3. وجهات النظر البيولوجية حول الإبداع. 4. وجهات النظر الصحيّة والإكلينيكية. 5. وجهات النظر الاجتماعية والنسبية والتنظيمية. 6. وجهات النظر التربوية. 7. التاريخ ودراسة التطور البشري. 8. الثقافة والإبداع. 9. الشخصية والدافعية. 10. تعزيز الإبداع وتحقيق الطاقات الكامنة. 11. الخلاصة؛ ما يعدّ وما لا يعدّ من الإبداع. العبيكان للنشر

Ara Mantiq Al Mashriqiyin

Author : 980-1037 Avicenna
ISBN : 1374408654
Genre : History
File Size : 86. 57 MB
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This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

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