Designing Eeg Experiments For Studying The Brain

Author : Aamir Saeed Malik,Hafeez Ullah Amin
Publisher : Academic Press
Page : 294 pages
File Size : 49,9 Mb
Release : 2017-05-25
Category : Medical
ISBN : 9780128111413

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Designing EEG Experiments for Studying the Brain by Aamir Saeed Malik,Hafeez Ullah Amin Pdf

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

Author : Sandeep Kumar Satapathy,Satchidananda Dehuri,Alok Kumar Jagadev,Shruti Mishra
Publisher : Academic Press
Page : 134 pages
File Size : 45,5 Mb
Release : 2019-02-10
Category : Medical
ISBN : 9780128174272

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EEG Brain Signal Classification for Epileptic Seizure Disorder Detection by Sandeep Kumar Satapathy,Satchidananda Dehuri,Alok Kumar Jagadev,Shruti Mishra Pdf

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

Author : Len Tiu Wright,Luiz Moutinho,Merlin Stone,Richard P. Bagozzi
Publisher : Routledge
Page : 623 pages
File Size : 49,7 Mb
Release : 2021-06-27
Category : Business & Economics
ISBN : 9781134826865

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The Routledge Companion to Marketing Research by Len Tiu Wright,Luiz Moutinho,Merlin Stone,Richard P. Bagozzi Pdf

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.

Author : Emily Willingham
Publisher : Basic Books
Page : 304 pages
File Size : 53,6 Mb
Release : 2021-12-14
Category : Psychology
ISBN : 9781541647015

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The Tailored Brain by Emily Willingham Pdf

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.

Author : Ben Angel
Publisher : Entrepreneur Press
Page : 237 pages
File Size : 41,5 Mb
Release : 2024-02-27
Category : Self-Help
ISBN : 9781613084762

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The Wolf Is at the Door by Ben Angel Pdf

How will artificial intelligence (AI), reshape work, commerce, relationships, and reality? As AI shatters barriers and ascends to CEO positions, rewriting the rules of our world, it renders millions who were previously considered impervious, vulnerable to its effects. When a tranquil Canadian evening takes a sinister turn, an elderly couple becomes ensnared in a cruel deception that exposes the unsettling complexities of AI. Surpassing the scope of science fiction and our brain’s ability to comprehend it, AI is on a path to alter society's foundation, adeptly replacing jobs and instigating a major shift in social roles—ushering a new economic era. Yet, few are prepared to adapt. "The Wolf Is at the Door" invites you on a compelling journey, unveiling this dramatic transformation and providing crucial insights for entrepreneurs and workers alike. Unraveling the boundless possibilities and problems borne by the digital frontier, this book breaks down the 10 most pressing threats we face and 10 vital rules to thrive in an AI-driven world. As you explore the latest jaw-dropping developments, you will travel from the bustling center of Manhattan to the tranquil farmlands of Australia, bearing witness to enduring echoes of the past—from the Great Depression to the Industrial Revolution—on a quest to answer the defining questions of our generation. However, caution is necessary. When you meet the wolf, will he morph into an accomplice of immeasurable benefits, or surface as an adversary taking over your job or venture? It's up to you to decide.

Author : R. John Martin
Publisher : Ashok Yakkaldevi
Page : 139 pages
File Size : 43,8 Mb
Release : 2022-01-31
Category : Art
ISBN : 9781678180065

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

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.

Author : Christian Wallraven,Qingshan Liu,Hajime Nagahara
Publisher : Springer Nature
Page : 607 pages
File Size : 45,9 Mb
Release : 2022-05-09
Category : Computers
ISBN : 9783031024443

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Pattern Recognition by Christian Wallraven,Qingshan Liu,Hajime Nagahara Pdf

This two-volume set LNCS 13188 - 13189 constitutes the refereed proceedings of the 6th Asian Conference on Pattern Recognition, ACPR 2021, held in Jeju Island, South Korea, in November 2021. The 85 full papers presented were carefully reviewed and selected from 154 submissions. The papers are organized in topics on: classification, action and video and motion, object detection and anomaly, segmentation, grouping and shape, face and body and biometrics, adversarial learning and networks, computational photography, learning theory and optimization, applications, medical and robotics, computer vision and robot vision.

Author : Kamran Avanaki,Morten Mørup,Camillo Porcaro,Oscar Arias-Carrion
Publisher : Frontiers Media SA
Page : 187 pages
File Size : 47,7 Mb
Release : 2023-03-23
Category : Science
ISBN : 9782832517994

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Combined EEG in research and diagnostics: novel perspectives and improvements by Kamran Avanaki,Morten Mørup,Camillo Porcaro,Oscar Arias-Carrion Pdf

Author : Peter Korsten,Björn Tampe
Publisher : Frontiers Media SA
Page : 149 pages
File Size : 40,5 Mb
Release : 2023-03-24
Category : Science
ISBN : 9782832501870

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Multidisciplinary Critical Care Medicine – Getting Things Done Across Specialties by Peter Korsten,Björn Tampe Pdf

Author : Zhihong Qian,M.A. Jabbar,Xiaolong Li
Publisher : Springer Nature
Page : 1251 pages
File Size : 48,8 Mb
Release : 2022-07-12
Category : Technology & Engineering
ISBN : 9789811924569

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Proceeding of 2021 International Conference on Wireless Communications, Networking and Applications by Zhihong Qian,M.A. Jabbar,Xiaolong Li Pdf

This open access proceedings includes original, unpublished, peer-reviewed research papers from the International Conference on Wireless Communications, Networking and Applications (WCNA2021), held in Berlin, Germany on December 17-19th, 2021. The topics covered include but are not limited to wireless communications, networking and applications.The papers showcased here share the latest findings on methodologies, algorithms and applications in communication and network, making the book a valuable asset for professors, researchers, engineers, and university students alike. This is an open access book.

Author : John S Gero
Publisher : Springer Nature
Page : 819 pages
File Size : 43,5 Mb
Release : 2023-01-04
Category : Technology & Engineering
ISBN : 9783031204180

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Design Computing and Cognition’22 by John S Gero Pdf

This book reports research and development that represent the state of the art in artificial intelligence in design, design cognition, design neurocognition, and design theories from the Tenth International Conference on Design Computing and Cognition held in Glasgow, UK, in 2022. The 48 chapters are grouped under the headings of natural language processing and design; design cognition; design neurocognition; learning and design; creative design and co-design; shape grammars; quantum computing; and human behavior. These contributions are of particular interest to design researchers and design educators, as well as to users of advanced computation and cognitive science. This book contains knowledge about the cognitive and neurocognitive behavior of designers, which is valuable to those who need to gain a better understanding of designing.

Author : Rongrong Yu,Ning Gu,Michael J. Ostwald
Publisher : CRC Press
Page : 253 pages
File Size : 47,5 Mb
Release : 2021-07-25
Category : Computers
ISBN : 9780429522901

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Computational Design by Rongrong Yu,Ning Gu,Michael J. Ostwald Pdf

New computational design tools have evolved rapidly and been increasingly applied in the field of design in recent years, complimenting and even replacing the traditional design media and approaches. Design as both the process and product are changing due to the emergence and adoption of these new technologies. Understanding and assessing the impact of these new computational design environments on design and designers is important for advancing design in the contemporary context. Do these new computational environments support or hinder design creativity? How do those tools facilitate designers’ thinking? Such knowledge is also important for the future development of design technologies. Research shows that design is never a mysterious non-understandable process, for example, one general view is that design process shares a common analysis-synthesis-evaluation model, during which designers interact between design problem and solution spaces. Understanding designers’ thinking in different environments is the key to design research, education and practice. This book focuses on emerging computational design environments, whose impact on design and designers have not been comprehensively and systematically studied. It comprises three parts. The history and recent developments of computational design technologies are introduced in Part I. The main categories of technologies cover from computer-aided drafting and modelling tools, to visual programming and scripting tools for algorithmic design, to advanced interfaces and platforms for interactions between designers, between designers and computers, and between the virtual environment and the physical reality. To critically explore design thinking, especially in these new computational design environments, formal approaches to studying design thinking and design cognition are introduced and compared in Part II, drawing on literature and studies from the 70s to the current era. Part III concludes the book by exploring the impact of different computational design technologies on design and designers, using a series of case studies conducted by the author team building on their close collaboration over the past five years. The book offers new insights into designers’ thinking in the rapidly evolving computational design environments, which have not been critically and systematically studied and reported in the current literature. The book is meant for design researchers, educators and students, professional practitioners and consultants, as well as people who are interested in computational design in general.

Author : Aamir Saeed Malik,Wajid Mumtaz
Publisher : Academic Press
Page : 0 pages
File Size : 47,9 Mb
Release : 2019-05-17
Category : Medical
ISBN : 012817420X

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EEG-Based Experiment Design for Major Depressive Disorder by Aamir Saeed Malik,Wajid Mumtaz Pdf

EEG-Based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis introduces EEG-based machine learning solutions for diagnosis and assessment of treatment efficacy for a variety of conditions. With a unique combination of background and practical perspectives for the use of automated EEG methods for mental illness, it details for readers how to design a successful experiment, providing experiment designs for both clinical and behavioral applications. This book details the EEG-based functional connectivity correlates for several conditions, including depression, anxiety, and epilepsy, along with pathophysiology of depression, underlying neural circuits and detailed options for diagnosis. It is a necessary read for those interested in developing EEG methods for addressing challenges for mental illness and researchers exploring automated methods for diagnosis and objective treatment assessment.

Author : Philip Cash,Tino Stanković,Mario Štorga
Publisher : Springer
Page : 270 pages
File Size : 52,6 Mb
Release : 2016-05-17
Category : Technology & Engineering
ISBN : 9783319337814

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Experimental Design Research by Philip Cash,Tino Stanković,Mario Štorga Pdf

This book presents a new, multidisciplinary perspective on and paradigm for integrative experimental design research. It addresses various perspectives on methods, analysis and overall research approach, and how they can be synthesized to advance understanding of design. It explores the foundations of experimental approaches and their utility in this domain, and brings together analytical approaches to promote an integrated understanding. The book also investigates where these approaches lead to and how they link design research more fully with other disciplines (e.g. psychology, cognition, sociology, computer science, management). Above all, the book emphasizes the integrative nature of design research in terms of the methods, theories, and units of study—from the individual to the organizational level. Although this approach offers many advantages, it has inherently led to a situation in current research practice where methods are diverging and integration between individual, team and organizational understanding is becoming increasingly tenuous, calling for a multidisciplinary and transdiscipinary perspective. Experimental design research thus offers a powerful tool and platform for resolving these challenges. Providing an invaluable resource for the design research community, this book paves the way for the next generation of researchers in the field by bridging methods and methodology. As such, it will especially benefit postgraduate students and researchers in design research, as well as engineering designers.

Author : Jan Bureš,Olga Bures̆ová,Joseph P. Huston
Publisher : Elsevier Science & Technology
Page : 342 pages
File Size : 50,5 Mb
Release : 1983
Category : Psychology
ISBN : 044480448X

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Techniques and Basic Experiments for the Study of Brain and Behavior by Jan Bureš,Olga Bures̆ová,Joseph P. Huston Pdf