Computational Neuroscience in Epilepsy

Computational Neuroscience in Epilepsy
Author: Ivan Soltesz
Publisher: Academic Press
Total Pages: 649
Release: 2011-09-02
Genre: Science
ISBN: 0080559530

Epilepsy is a neurological disorder that affects millions of patients worldwide and arises from the concurrent action of multiple pathophysiological processes. The power of mathematical analysis and computational modeling is increasingly utilized in basic and clinical epilepsy research to better understand the relative importance of the multi-faceted, seizure-related changes taking place in the brain during an epileptic seizure. This groundbreaking book is designed to synthesize the current ideas and future directions of the emerging discipline of computational epilepsy research. Chapters address relevant basic questions (e.g., neuronal gain control) as well as long-standing, critically important clinical challenges (e.g., seizure prediction). Computational Neuroscience in Epilepsy should be of high interest to a wide range of readers, including undergraduate and graduate students, postdoctoral fellows and faculty working in the fields of basic or clinical neuroscience, epilepsy research, computational modeling and bioengineering. - Covers a wide range of topics from molecular to seizure predictions and brain implants to control seizures - Contributors are top experts at the forefront of computational epilepsy research - Chapter contents are highly relevant to both basic and clinical epilepsy researchers

Epilepsy

Epilepsy
Author: Ivan Osorio
Publisher: CRC Press
Total Pages: 536
Release: 2016-04-19
Genre: Medical
ISBN: 1439838860

Epilepsy, one of the most prevalent neurological disorders, affects approximately 1% (greater than 60 million) of the world's population. In an estimated 20 million of these patients, seizures are not controlled even by multiple anti-seizure drugs, and are extremely difficult to predict. Epilepsy: The Intersection of Neurosciences, Biology, Mathema

Computational Neurology and Psychiatry

Computational Neurology and Psychiatry
Author: Péter Érdi
Publisher: Springer
Total Pages: 446
Release: 2017-01-25
Genre: Technology & Engineering
ISBN: 3319499599

This book presents the latest research in computational methods for modeling and simulating brain disorders. In particular, it shows how mathematical models can be used to study the relationship between a given disorder and the specific brain structure associated with that disorder. It also describes the emerging field of computational psychiatry, including the study of pathological behavior due to impaired functional connectivity, pathophysiological activity, and/or aberrant decision-making. Further, it discusses the data analysis techniques that will be required to analyze the increasing amount of data being generated about the brain. Lastly, the book offers some tips on the application of computational models in the field of quantitative systems pharmacology. Mainly written for computational scientists eager to discover new application fields for their model, this book also benefits neurologists and psychiatrists wanting to learn about new methods.

Oxford Textbook of Epilepsy and Epileptic Seizures

Oxford Textbook of Epilepsy and Epileptic Seizures
Author: Samden Lhatoo
Publisher: Oxford University Press, USA
Total Pages: 395
Release: 2012-12-20
Genre: Medical
ISBN: 0199659044

Part of the Oxford Textbooks in Clinical Neurology (OTCN) series, this volume covers the scientific basis, clinical diagnosis, and treatment of epilepsy and epileptic seizures, and is complemented by an online edition.

Seizure Prediction in Epilepsy

Seizure Prediction in Epilepsy
Author: Björn Schelter
Publisher: John Wiley & Sons
Total Pages: 369
Release: 2008-11-21
Genre: Science
ISBN: 3527625208

Comprising some 30 contributions, experts from around the world present and discuss recent advances related to seizure prediction in epilepsy. The book covers an extraordinarily broad spectrum, starting from modeling epilepsy in single cells or networks of a few cells to precisely-tailored seizure prediction techniques as applied to human data. This unique overview of our current level of knowledge and future perspectives provides theoreticians as well as practitioners, newcomers and experts with an up-to-date survey of developments in this important field of research.

Data-Driven Computational Neuroscience

Data-Driven Computational Neuroscience
Author: Concha Bielza
Publisher: Cambridge University Press
Total Pages: 709
Release: 2020-11-26
Genre: Computers
ISBN: 110849370X

Trains researchers and graduate students in state-of-the-art statistical and machine learning methods to build models with real-world data.

Introduction to Epilepsy

Introduction to Epilepsy
Author: Gonzalo Alarcón
Publisher: Cambridge University Press
Total Pages: 641
Release: 2012-04-26
Genre: Medical
ISBN: 0521691583

Covers all aspects of epilepsy, from basic mechanisms to diagnosis and management, as well as legal and social considerations.

Recent Advances In Predicting And Preventing Epileptic Seizures - Proceedings Of The 5th International Workshop On Seizure Prediction

Recent Advances In Predicting And Preventing Epileptic Seizures - Proceedings Of The 5th International Workshop On Seizure Prediction
Author: Ronald Tetzlaff
Publisher: World Scientific
Total Pages: 302
Release: 2013-08-28
Genre: Medical
ISBN: 9814525367

This book is to improve our understanding of mechanisms leading to seizures in humans and in developing new therapeutic options. The book covers topics such as recent approaches to seizure control, recent developments in signal processing of interest for seizure prediction, ictogenesis in complex epileptic brain networks, active probing of the pre-seizure state, non-EEG based approaches to the transition to seizures, microseizures and their role in the generation of clinical seizures, the impact of sleep and long-biological cycles on seizure prediction, as well as animal and computational models of seizures and epilepsy. Furthermore the book covers recent developments of international databases and of parallel computing structures based on Cellular Nonlinear Networks that can play an important role in the realization of a portable seizure warning device.

Cognitive and Computational Neuroscience

Cognitive and Computational Neuroscience
Author: Seyyed Abed Hosseini
Publisher: BoD – Books on Demand
Total Pages: 106
Release: 2018-05-30
Genre: Medical
ISBN: 1789231884

The book "Cognitive and Computational Neuroscience - Principles, Algorithms and Applications" will answer the following question and statements: System-level neural modeling: what and why? We know a lot about the brain! Need to integrate data: molecular/cellular/system levels. Complexity: need to abstract away higher-order principles. Models are tools to develop explicit theories, constrained by multiple levels (neural and behavioral). Key: models (should) make novel testable predictions on both neural and behavioral levels. Models are useful tools for guiding experiments. The hope is that the information provided in this book will trigger new researches that will help to connect basic neuroscience to clinical medicine.

Seizures and Epilepsy

Seizures and Epilepsy
Author: Jerome Engel Jr
Publisher: Oxford University Press
Total Pages: 737
Release: 2013-01-31
Genre: Medical
ISBN: 019532854X

This second edition of 'Seizures and Epilepsy' is completely revised, due to tremendous advances in the understanding of the fundamental neuronal mechanisms underlying epileptic phenomena, as well as current diagnosis and treatment, which have been heavily influenced over the past several decades by seminal neuroscientific developments, particularly the introduction of molecular neurobiology, genetics, and modern neuroimaging. This resource covers a broad range of both basic and clinical epileptology.