Download Designing EEG Experiments for Studying the Brain Ebook PDF

Designing EEG Experiments for Studying the Brain

Designing EEG Experiments for Studying the Brain
Design Code and Example Datasets

by Aamir Saeed Malik,Hafeez Ullah Amin

  • Publisher : Academic Press
  • Release : 2017-05-25
  • Pages : 294
  • ISBN : 0128111410
  • Language : En, Es, Fr & De
GET BOOK

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

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection
A Book

by Sandeep Kumar Satapathy,Satchidananda Dehuri,Alok Kumar Jagadev,Shruti Mishra

  • Publisher : Academic Press
  • Release : 2019-02-10
  • Pages : 134
  • ISBN : 0128174277
  • Language : En, Es, Fr & De
GET BOOK

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

The Routledge Companion to Marketing Research
A Book

by Len Tiu Wright,Luiz Moutinho,Merlin Stone,Richard P. Bagozzi

  • Publisher : Routledge
  • Release : 2021-06-28
  • Pages : 632
  • ISBN : 1134826869
  • Language : En, Es, Fr & De
GET BOOK

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.

EEG SIGNAL PROCESSING: A Machine Learning Based Framework

EEG SIGNAL PROCESSING: A Machine Learning Based Framework
A Book

by R. John Martin

  • Publisher : Ashok Yakkaldevi
  • Release : 2022-01-31
  • Pages : 133
  • ISBN : 1678180068
  • Language : En, Es, Fr & De
GET BOOK

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.

How to Beat the Robots

How to Beat the Robots
your need-to-know thinking solutions

by Moira Devlin

  • Publisher : Little Fish Big Impact
  • Release : 2021-09-13
  • Pages : 129
  • ISBN : 1838462007
  • Language : En, Es, Fr & De
GET BOOK

One of today’s biggest career challenges is knowing how to develop and sustain a skills mix, which keeps you relevant and work secure. Faced with the 4th industrial and agricultural revolutions, organisations today are clamouring to adjust, refresh or even destroy their existing business models. Organisations and governments alike are not waiting to make many expected changes in the future. Instead, they are fast-forwarding you to the future today. The revolutions, climate change and not forgetting the latest pandemic mostly fuelled this. How do you make sense of it to navigate a purposeful and successful career path? If only you could time travel into the future to experience what it holds. Find some understanding and bring it back into your working life today. Sadly, we haven’t managed to invent time travel yet! So instead, this book will take you on a journey to the future to understand how you manage a fast-changing world of work today. This book will take you to 2035, where you are the lead protagonist and you get to play out stimulating roles in organisations of the future. This book is easy to navigate, supported with graphics to explain concepts with well-researched scenarios based on real business life and believable organisations of the future. Each chapter starts with a different career and business case study set in 2035. There is one per chapter supported by a straight-forward four-step process to explain the subject matter. This sets you up to walk through the chapter theme. Each theme is infused with theories, insights and finishes with some tasks to complete based on your “chapter of the moment” career in 2035! As well as a business focussed approach in this book, you will benefit from a futuristic vibe to develop and utilise your thinking skills. Through the eyes of life with Robots in 2035 onwards. It is the first in the 21st Century Career Explorer series of non-fiction books exploring essential work life skills. It offers a unique creative twist and a novel approach to career development in the 2100s. Discover the techniques which will inspire you to develop new or enhanced thinking skills. Build your change and lifelong learning tools and techniques. To look not only to cement your career, but to create and boost the future of your career itself. It's time to imagine 2035 now and get the robots talking!

EEG-Based Experiment Design for Major Depressive Disorder

EEG-Based Experiment Design for Major Depressive Disorder
Machine Learning and Psychiatric Diagnosis

by Aamir Saeed Malik,Wajid Mumtaz

  • Publisher : Academic Press
  • Release : 2019-05-16
  • Pages : 254
  • ISBN : 0128174218
  • Language : En, Es, Fr & De
GET BOOK

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. Written to assist in neuroscience experiment design using EEG Provides a step-by-step approach for designing clinical experiments using EEG Includes example datasets for affected individuals and healthy controls Lists inclusion and exclusion criteria to help identify experiment subjects Features appendices detailing subjective tests for screening patients Examines applications for personalized treatment decisions

Case Study Designs in Music Therapy

Case Study Designs in Music Therapy
A Book

by David Aldridge

  • Publisher : Jessica Kingsley Publishers
  • Release : 2005
  • Pages : 288
  • ISBN : 1843101408
  • Language : En, Es, Fr & De
GET BOOK

This book shows, for the first time, how research and clinical work can creatively complement one another, proving beneficial to both disciplines. Each chapter is written by a leading researcher and practitioner in the field, and the book covers a wide spectrum of approaches within different settings.

Brain-Computer Interfaces for Non-clinical (Home, Sports, Art, Entertainment, Education, Well-being) Applications

Brain-Computer Interfaces for Non-clinical (Home, Sports, Art, Entertainment, Education, Well-being) Applications
A Book

by Anton Nijholt,Jose Luis Contreras-Vidal,Camille Jeunet,Aleksander Väljamäe

  • Publisher : Frontiers Media SA
  • Release : 2022-03-17
  • Pages : 129
  • ISBN : 2889747174
  • Language : En, Es, Fr & De
GET BOOK

Design Computing and Cognition '20

Design Computing and Cognition '20
A Book

by John S. Gero

  • Publisher : Springer Nature
  • Release : 2022
  • Pages : 692
  • ISBN : 3030906256
  • Language : En, Es, Fr & De
GET BOOK

The papers in this volume are from the Ninth International Conference on Design Computing and Cognition (DCC'20) held virtually at the Georgia Institute of Technology, Atlanta, USA. They represent the state-of-the-art of research and development in design computing and design cognition including the increasingly active area of design cognitive neuroscience. They are of particular interest to design researchers, developers and users of advanced computation in designing as well as to design educators. This volume contains knowledge about the cognitive behavior of designers, which is valuable for those who need to gain a better understanding of designing.

Research & Education in Design: People & Processes & Products & Philosophy

Research & Education in Design: People & Processes & Products & Philosophy
Proceedings of the 1st International Conference on Research and Education in Design (REDES 2019), November 14-15, 2019, Lisbon, Portugal

by Rita Almendra,João Ferreira

  • Publisher : CRC Press
  • Release : 2020-05-27
  • Pages : 334
  • ISBN : 1000097439
  • Language : En, Es, Fr & De
GET BOOK

Design is about the creation of meaningful connections to solve problems and advance human wellbeing; the discipline has always explored the beneficial links between form and function, technology and meaning, beauty and utility, people and artefacts and problems and solutions, among others. This book focuses on the crucial connection between design research and design education. Contemporary society grows increasingly hyper-complex and globally competitive. This state of affairs raises fundamental questions for both Design Education and Design Research: Should research skills be integrated into undergraduate courses? How can we modify design courses without compromising the positive aspects of the educational studio experience? Can the three cycles of higher education in design be combined into a creative and inquisitive educational continuum? To examine the relationship between research and education in Design we must address the topic of knowledge, keeping in mind that the development and dissemination of new and useful knowledge is the core purpose of a University. If we agree that design has its own things to know and ways to find out about them, then design knowledge resides in people, processes, products, and philosophy. This book explores the intersection of these four areas with the aim of uncovering insights to advance the current state of the design discipline.

Brain Function and Oscillations

Brain Function and Oscillations
Volume I: Brain Oscillations. Principles and Approaches

by Erol Başar

  • Publisher : Springer Science & Business Media
  • Release : 2012-12-06
  • Pages : 363
  • ISBN : 3642721923
  • Language : En, Es, Fr & De
GET BOOK

by W. J. Freeman These two volumes on "Brain Oscillations" appear at a most opportune time. As the "Decade of the Brain" draws to its close, brain science is coming to terms with its ultimate problem: understanding the mechanisms by which the immense number of neurons in the human brain interact to produce the higher cognitive functions. The ideas, concepts, methods, interpretations and examples, which are presented here in voluminous detail by a world-class authority in electrophysiology, summarize the intellectual equipment that will be required to construct satisfactory solutions to the problem. Neuroscience is ripe for change. The last revolution of ideas took place in the middle of the century now ending, when the field took a sharp turn into a novel direction. During the preceding five decades the prevailing view, carried forward from the 19th century, was that neurons are the carriers of nerve energy, either in chemical or electrical forms (Freeman, 1995). That point of view was enormously productive in terms of coming to understand the chemical basis for synaptic transmission, the electrochemistry of the ac tion potential, the ionic mechanisms of membrane currents and gates, the functional neuroanatomy that underlies the hierarchy of reflexes, and the neural fields and'their resonances that support Gestalt phenomena. No bet ter testimony can be given of the power of the applications of this approach than to point out that it provides the scientific basis for contemporary neu rology, neuropsychiatry, and brain imaging.

Advances in Design and Digital Communication II

Advances in Design and Digital Communication II
Proceedings of the 5th International Conference on Design and Digital Communication, Digicom 2021, November 4–6, 2021, Barcelos, Portugal

by Nuno Martins,Daniel Brandão

  • Publisher : Springer Nature
  • Release : 2021-10-21
  • Pages : 703
  • ISBN : 3030897354
  • Language : En, Es, Fr & De
GET BOOK

This book reports on research findings and practical lessons featuring advances in the areas of digital and interaction design, graphic design and branding, design education, society and communication in design practice, and related ones. Gathering the proceedings of the 5th International Conference on Digital Design and Communication, Digicom 2021, held on November 4–6, 2021, in Barcelos, Portugal, and continuing the tradition of the previous book, it describes new design strategies and solutions to foster digital communication within and between the society, institutions and brands. By highlighting innovative ideas and reporting on multidisciplinary projects, it offers a source of inspiration for designers of all kinds, including graphic and web designers, UI, UX and social media designers, and to researchers, advertisers, artists, and brand and corporate communication managers alike.

Interaction Design for 3D User Interfaces

Interaction Design for 3D User Interfaces
The World of Modern Input Devices for Research, Applications, and Game Development

by Francisco R. Ortega,Fatemeh Abyarjoo,Armando Barreto,Naphtali Rishe,Malek Adjouadi

  • Publisher : CRC Press
  • Release : 2016-01-06
  • Pages : 805
  • ISBN : 1482216957
  • Language : En, Es, Fr & De
GET BOOK

In this new era of computing, where the iPhone, iPad, Xbox Kinect, and similar devices have changed the way to interact with computers, many questions have risen about how modern input devices can be used for a more intuitive user interaction. Interaction Design for 3D User Interfaces: The World of Modern Input Devices for Research, Applications, a

The Semantic Web: Research and Applications

The Semantic Web: Research and Applications
4th European Semantic Web Conference, ESWC 2007, Innsbruck, Austria, June 3-7, 2007, Proceedings

by Enrico Franconi,Michael Kifer,Wolfgang May

  • Publisher : Springer
  • Release : 2007-06-23
  • Pages : 834
  • ISBN : 3540726675
  • Language : En, Es, Fr & De
GET BOOK

This book constitutes the refereed proceedings of the 4th European Semantic Web Conference, ESWC 2007, held in Innsbruck, Austria, in June 2007. Coverage includes semantic Web services, ontology learning, inference and mapping, social semantic Web, ontologies, personalization, foundations of the semantic Web, natural languages and ontologies, and querying and Web data models.

Experimental Design Research

Experimental Design Research
Approaches, Perspectives, Applications

by Philip Cash,Tino Stanković,Mario Štorga

  • Publisher : Springer
  • Release : 2016-05-17
  • Pages : 270
  • ISBN : 3319337815
  • Language : En, Es, Fr & De
GET BOOK

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.

Computational Science – ICCS 2020

Computational Science – ICCS 2020
20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part I

by Valeria V. Krzhizhanovskaya,Gábor Závodszky,Michael H. Lees,Jack J. Dongarra,Peter M. A. Sloot,Sérgio Brissos,João Teixeira

  • Publisher : Springer Nature
  • Release : 2020-06-18
  • Pages : 707
  • ISBN : 3030503712
  • Language : En, Es, Fr & De
GET BOOK

The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track Part III: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and Bioinformatics Challenges for Computer Science Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; Computational Methods for Emerging Problems in (Dis-)Information Analysis Part V: Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial Intelligence Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop Part VII: Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs *The conference was canceled due to the COVID-19 pandemic.

Mysterious Minds: The Neurobiology of Psychics, Mediums, and Other Extraordinary People

Mysterious Minds: The Neurobiology of Psychics, Mediums, and Other Extraordinary People
The Neurobiology of Psychics, Mediums, and Other Extraordinary People

by Stanley Krippner Ph.D.,Harris L. Friedman

  • Publisher : ABC-CLIO
  • Release : 2009-11-12
  • Pages : 219
  • ISBN : 0313358672
  • Language : En, Es, Fr & De
GET BOOK

An introduction to the scientific study of psychics and mediums—those who are frauds, those who are psychotic, and those whose claims seem to defy easy dismissal. • Includes essays from several expert contributors, each an accomplished scientific researcher in the fields of parapsychology, neurobiology, and cognitive neuroscience • Offers case studies on definitive episodes of both fraudulent and not-easily-disproven psychic events • Provides a bibliography of references and additional readings, including print and online resources

Brain Dynamics

Brain Dynamics
Progress and Perspectives

by Erol Başar,Theodore H. Bullock

  • Publisher : Springer Science & Business Media
  • Release : 2012-12-06
  • Pages : 547
  • ISBN : 3642745571
  • Language : En, Es, Fr & De
GET BOOK

This volume is based on contributions to the second Brain Dynamics Conference, held in Berlin on August 10-14, 1987, as a satellite conference of the Budapest Congress of the International Brain Research Organization. Like the volume resulting from the first conference, Dynamics of Sensory and Cognitive Processing by the Brain, the present work covers new approaches to brain function, with emphasis on electromagnetic fields, EEG, event-related potentials, connectivistic views, and neural networks. Close attention is also paid to research in the emerging field of deterministic chaos and strange attractors. The diversity of this collection of papers reflects a multipronged advance in a hitherto relatively neglected domain, i. e., the study of signs of dynamic processes in organized neural tissue in order both to explain them and to exploit them for clues to system function. The need is greater than ever for new windows. This volume reflects a historical moment, the moment when a relatively neglected field of basic research into available signs of dynamic processes ongoing in organized neural tissue is expanding almost explosively to complement other approaches. From the topics treated, this book should appeal, as did its predecessor, to neuroscientists, neurologists, scientists studying complex systems, artificial intelligence, and neural networks, psychobiologists, and all basic and clinical investigators concerned with new techniques of monitoring and analyzing the brain's electromagnetic activity.

Cyber-Physical Systems for Social Applications

Cyber-Physical Systems for Social Applications
A Book

by Dimitrova, Maya,Wagatsuma, Hiroaki

  • Publisher : IGI Global
  • Release : 2019-04-03
  • Pages : 440
  • ISBN : 1522578803
  • Language : En, Es, Fr & De
GET BOOK

Present day sophisticated, adaptive, and autonomous (to a certain degree) robotic technology is a radically new stimulus for the cognitive system of the human learner from the earliest to the oldest age. It deserves extensive, thorough, and systematic research based on novel frameworks for analysis, modelling, synthesis, and implementation of CPSs for social applications. Cyber-Physical Systems for Social Applications is a critical scholarly book that examines the latest empirical findings for designing cyber-physical systems for social applications and aims at forwarding the symbolic human-robot perspective in areas that include education, social communication, entertainment, and artistic performance. Highlighting topics such as evolinguistics, human-robot interaction, and neuroinformatics, this book is ideally designed for social network developers, cognitive scientists, education science experts, evolutionary linguists, researchers, and academicians.

Cyber Security Intelligence and Analytics

Cyber Security Intelligence and Analytics
A Book

by Zheng Xu,Kim-Kwang Raymond Choo,Ali Dehghantanha,Reza Parizi,Mohammad Hammoudeh

  • Publisher : Springer
  • Release : 2019-04-24
  • Pages : 1453
  • ISBN : 3030152359
  • Language : En, Es, Fr & De
GET BOOK

This book presents the outcomes of the 2019 International Conference on Cyber Security Intelligence and Analytics (CSIA2019), an international conference dedicated to promoting novel theoretical and applied research advances in the interdisciplinary field of cyber security, particularly focusing on threat intelligence, analytics, and countering cyber crime. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings, and novel techniques, methods and applications on all aspects of Cyber Security Intelligence and Analytics.