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Designing EEG Experiments for Studying the Brain

2017-05-25 Medical
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Release : 2017-05-25
Genre : Medical
Kind : eBook
Book Rating : 410/5 ( reviews)

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Book Synopsis Designing EEG Experiments for Studying the Brain by : Aamir Saeed Malik

Download or read book Designing EEG Experiments for Studying the Brain written by Aamir Saeed Malik. This book was released on 2017-05-25. Available in PDF, EPUB and Kindle. Book excerpt: Designing EEG Experiments for Studying the Brain: Design Code and Example Datasets details the design of various brain experiments using electroencephalogram (EEG). Providing guidelines for designing an EEG experiment, it is primarily for researchers who want to venture into this field by designing their own experiments as well as those who are excited about neuroscience and want to explore various applications related to the brain. The first chapter describes how to design an EEG experiment and details the various parameters that should be considered for success, while remaining chapters provide experiment design for a number of neurological applications, both clinical and behavioral. As each chapter is accompanied with experiment design codes and example datasets, those interested can quickly design their own experiments or use the current design for their own purposes. Helpful appendices provide various forms for one’s experiment including recruitment forms, feedback forms, ethics forms, and recommendations for related hardware equipment and software for data acquisition, processing, and analysis. Written to assist neuroscientists in experiment designs using EEG Presents a step-by-step approach to designing both clinical and behavioral EEG experiments Includes experiment design codes and example datasets Provides inclusion and exclusion criteria to help correctly identify experiment subjects and the minimum number of samples Includes appendices that provide recruitment forms, ethics forms, and various subjective tests associated with each of the chapters

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection

2019-02-10 Medical
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Release : 2019-02-10
Genre : Medical
Kind : eBook
Book Rating : 277/5 ( reviews)

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Book Synopsis EEG Brain Signal Classification for Epileptic Seizure Disorder Detection by : Sandeep Kumar Satapathy

Download or read book EEG Brain Signal Classification for Epileptic Seizure Disorder Detection written by Sandeep Kumar Satapathy. This book was released on 2019-02-10. Available in PDF, EPUB and Kindle. Book excerpt: EEG Brain Signal Classification for Epileptic Seizure Disorder Detection provides the knowledge necessary to classify EEG brain signals to detect epileptic seizures using machine learning techniques. Chapters present an overview of machine learning techniques and the tools available, discuss previous studies, present empirical studies on the performance of the NN and SVM classifiers, discuss RBF neural networks trained with an improved PSO algorithm for epilepsy identification, and cover ABC algorithm optimized RBFNN for classification of EEG signal. Final chapter present future developments in the field. This book is a valuable source for bioinformaticians, medical doctors and other members of the biomedical field who need the most recent and promising automated techniques for EEG classification. Explores machine learning techniques that have been modified and validated for the purpose of EEG signal classification using Discrete Wavelet Transform for the identification of epileptic seizures Encompasses machine learning techniques, providing an easily understood resource for both non-specialized readers and biomedical researchers Provides a number of experimental analyses, with their results discussed and appropriately validated

The Routledge Companion to Marketing Research

2021-06-27 Business & Economics
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Release : 2021-06-27
Genre : Business & Economics
Kind : eBook
Book Rating : 796/5 ( reviews)

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Book Synopsis The Routledge Companion to Marketing Research by : Len Tiu Wright

Download or read book The Routledge Companion to Marketing Research written by Len Tiu Wright. This book was released on 2021-06-27. Available in PDF, EPUB and Kindle. Book excerpt: This single-volume reference provides an alternative to traditional marketing research methods handbooks, focusing entirely on the new and innovative methods and technologies that are transforming marketing research and practice. Including original contributions and case studies from leading global specialists, this handbook covers many pioneering methods, such as: Methods for the analysis of user- and customer-generated data, including opinion mining and sentiment analysis Big data Neuroscientific techniques and physiological measures Voice prints Human–computer interaction Emerging approaches such as shadowing, netnographies and ethnographies Transcending the old divisions between qualitative and quantitative research methods, this book is an essential tool for market researchers in academia and practice.

The Tailored Brain

2021-12-14 Psychology
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Release : 2021-12-14
Genre : Psychology
Kind : eBook
Book Rating : 017/5 ( reviews)

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Book Synopsis The Tailored Brain by : Emily Willingham

Download or read book The Tailored Brain written by Emily Willingham. This book was released on 2021-12-14. Available in PDF, EPUB and Kindle. Book excerpt: A candid and practical guide to the new frontier of brain customization Dozens of books promise to improve your brain function with a gimmick. Lifestyle changes, microdosing, electromagnetic stimulation: just one weird trick can lightly alter or dramatically deconstruct your brain. In truth, there is no one-size-fits-all shortcut to the ideal mind. Instead, the way to understand cognitive enhancement is to think like a tailor: measure how you need your brain to change and then find a plan that suits it. In The Tailored Brain, Emily Willingham explores the promises and limitations of well-known and emerging methods of brain customization, including prescription drugs, diets, and new research on the power of your “social brain.” Packed with real-life examples and checklists that allow readers to better understand their cognitive needs, this is the definitive guide to a better brain.

EEG SIGNAL PROCESSING: A Machine Learning Based Framework

2022-01-31 Art
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Release : 2022-01-31
Genre : Art
Kind : eBook
Book Rating : 068/5 ( reviews)

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Book Synopsis EEG SIGNAL PROCESSING: A Machine Learning Based Framework by : R. John Martin

Download or read book EEG SIGNAL PROCESSING: A Machine Learning Based Framework written by R. John Martin. This book was released on 2022-01-31. Available in PDF, EPUB and Kindle. Book excerpt: 1.1 Motivation Analysis of non-stationary and non-linear nature of signal data is the prime talk in signal processing domain today. On employing biomedical equipments huge volume of physiological data is acquired for analysis and diagnostic purposes. Inferring certain decisions from these signals by manual observation is quite tedious due to artefacts and its time series nature. As large volume of data involved in biomedical signal processing, adopting suitable computational methods is important for analysis. Data Science provides space for processing these signals through machine learning approaches. Many more biomedical signal processing implementations are in place using machine learning methods. This is the inspiration in adopting machine learning approach for analysing EEG signal data for epileptic seizure detection.

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