Designing Eeg Experiments For Studying The Brain

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Designing EEG Experiments for Studying the Brain

Author : Aamir Saeed Malik
Publisher : Academic Press
ISBN 13 : 0128111410
Total Pages : 297 pages
Book Rating : 4.1/5 (281 download)

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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 and published by Academic Press. This book was released on 2017-05-25 with total page 297 pages. 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

Author : Sandeep Kumar Satapathy
Publisher : Academic Press
ISBN 13 : 0128174277
Total Pages : 134 pages
Book Rating : 4.1/5 (281 download)

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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 and published by Academic Press. This book was released on 2019-02-10 with total page 134 pages. 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

Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction

Author : Abdulhamit Subasi
Publisher : Elsevier
ISBN 13 : 0443291519
Total Pages : 426 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction by : Abdulhamit Subasi

Download or read book Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction written by Abdulhamit Subasi and published by Elsevier. This book was released on 2024-10-07 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction presents an overview of an emerging field that is concerned with exploiting multiple modalities of communication in both Artificial Intelligence and Human-Machine Interaction. The book not only provides cross disciplinary research in the fields of multimodal signal acquisition and sensing, analysis, IoTs (Internet of Things), Artificial Intelligence, and system architectures, it also evaluates the role of Artificial Intelligence I in relation to the realization of contemporary Human Machine Interaction (HMI) systems. Readers are introduced to the multimodal signals and their role in the identification of the intended subjects, mental state and the realization of HMI systems are explored, and the applications of signal processing and machine/ensemble/deep learning for HMIs are assessed. A description of proposed methodologies is provided, and related works are also presented. This is a valuable resource for researchers, health professionals, postgraduate students, post doc researchers and faculty members in the fields of HMIs, Brain-Computer Interface (BCI), Prosthesis, Computer vision, and Mental state estimation, and all those who wish to broaden their knowledge in the allied field. Covers advances in the multimodal signal processing and artificial intelligence assistive HMIs Presents theories, algorithms, realizations, applications, approaches, and challenges that will have their impact and contribution in the design and development of modern and effective HMI (Human Machine Interaction) system Presents different aspects of the multimodal signals, from the sensing to analysis using hardware/software, and making use of machine/ensemble/deep learning in the intended problem-solving

The Routledge Companion to Marketing Research

Author : Len Tiu Wright
Publisher : Taylor & Francis
ISBN 13 : 1134826796
Total Pages : 633 pages
Book Rating : 4.1/5 (348 download)

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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 and published by Taylor & Francis. This book was released on 2021-06-27 with total page 633 pages. 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

Author : Emily Willingham
Publisher : Basic Books
ISBN 13 : 1541647017
Total Pages : 304 pages
Book Rating : 4.5/5 (416 download)

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Book Synopsis The Tailored Brain by : Emily Willingham

Download or read book The Tailored Brain written by Emily Willingham and published by Basic Books. This book was released on 2021-12-14 with total page 304 pages. 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

Author : R. John Martin
Publisher : Ashok Yakkaldevi
ISBN 13 : 1678180068
Total Pages : 139 pages
Book Rating : 4.6/5 (781 download)

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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 and published by Ashok Yakkaldevi. This book was released on 2022-01-31 with total page 139 pages. 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.

The Wolf Is at the Door

Author : Ben Angel
Publisher : Entrepreneur Press
ISBN 13 : 1613084765
Total Pages : 237 pages
Book Rating : 4.6/5 (13 download)

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Book Synopsis The Wolf Is at the Door by : Ben Angel

Download or read book The Wolf Is at the Door written by Ben Angel and published by Entrepreneur Press. This book was released on 2024-02-27 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Pattern Recognition

Author : Christian Wallraven
Publisher : Springer Nature
ISBN 13 : 3031024443
Total Pages : 607 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Pattern Recognition by : Christian Wallraven

Download or read book Pattern Recognition written by Christian Wallraven and published by Springer Nature. This book was released on 2022-05-09 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Combined EEG in research and diagnostics: novel perspectives and improvements

Author : Kamran Avanaki
Publisher : Frontiers Media SA
ISBN 13 : 2832517994
Total Pages : 187 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Combined EEG in research and diagnostics: novel perspectives and improvements by : Kamran Avanaki

Download or read book Combined EEG in research and diagnostics: novel perspectives and improvements written by Kamran Avanaki and published by Frontiers Media SA. This book was released on 2023-03-23 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Design Computing and Cognition’22

Author : John S Gero
Publisher : Springer Nature
ISBN 13 : 3031204182
Total Pages : 819 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Design Computing and Cognition’22 by : John S Gero

Download or read book Design Computing and Cognition’22 written by John S Gero and published by Springer Nature. This book was released on 2023-01-04 with total page 819 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multidisciplinary Critical Care Medicine – Getting Things Done Across Specialties

Author : Peter Korsten
Publisher : Frontiers Media SA
ISBN 13 : 2832501877
Total Pages : 149 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Multidisciplinary Critical Care Medicine – Getting Things Done Across Specialties by : Peter Korsten

Download or read book Multidisciplinary Critical Care Medicine – Getting Things Done Across Specialties written by Peter Korsten and published by Frontiers Media SA. This book was released on 2023-03-24 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of International Conference on Computational Intelligence

Author : Ritu Tiwari
Publisher : Springer Nature
ISBN 13 : 9819735262
Total Pages : 714 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of International Conference on Computational Intelligence by : Ritu Tiwari

Download or read book Proceedings of International Conference on Computational Intelligence written by Ritu Tiwari and published by Springer Nature. This book was released on with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Information Visualization Platform for Preprocessing of Electroencephalography (EEG) Data from Designing and Learning

Author : Yanxin Yao
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (139 download)

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Book Synopsis An Information Visualization Platform for Preprocessing of Electroencephalography (EEG) Data from Designing and Learning by : Yanxin Yao

Download or read book An Information Visualization Platform for Preprocessing of Electroencephalography (EEG) Data from Designing and Learning written by Yanxin Yao and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electroencephalography (EEG) records the EEG signal with very high temporal resolution. The potential difference between the recording electrode and the reference electrode is used as the voltage, and the voltage changes over time to form the waveform of EEG, which can provide a basis not only for clinical diagnosis of mental illnesses but also for academic research to measure the mental effort of subjects. In the field of neuroscience, EEG technology is considered to be one of the most important technical tools for studying the brain, and the EEG signals collected need to be analyzed and processed in several complex steps to obtain the final desired results. The first step involved in the analysis and processing of EEG signals is the pre-processing of EEG signals. Currently, researchers have developed several open source toolkits for EEG signal processing and analysis, and these open source EEG toolkits have contributed to the development of the neuroscience field, but designing and developing a more complete EEG processing toolkit has been a challenging problem. Therefore, the focus of this thesis is to design and develop a user-centered information visualization platform that can preprocess EEG data. In this study, the platform was designed using the analytical approach of environment-based design, and the platform was implemented using the python language. A series of validations of the platform's feasibility were performed based on data from loosely controlled EEG experiments at Concordia University's Design Lab. Based on the platform development results, a survey questionnaire and informed consent form for subjects were designed, and a survey on user satisfaction was conducted for the participating subjects.

Electroencephalography

Author : Hideki Nakano
Publisher : BoD – Books on Demand
ISBN 13 : 1839682884
Total Pages : 165 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Electroencephalography by : Hideki Nakano

Download or read book Electroencephalography written by Hideki Nakano and published by BoD – Books on Demand. This book was released on 2021-04-07 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of non-invasive brain function measurement has enabled the knowledge that brain activity is the basis of human behavior and mental activity. Electroencephalography (EEG) is a method that measures the electrical nerve activity (primary signal) in the brain. EEG characteristics include high time resolution and low spatial resolution, but recently it has become possible to estimate the source of EEG signals due to advances in analysis and measurement techniques. Moreover, in the medical field, EEG is usually used as examination equipment, but it has been used as a rehabilitation tool to control human behavior and mental activity in recent years. This book outlines basic research and clinical applications of EEG.

Investigating Neurocognition in Design Creativity Under Loosely Controlled Experiments Supported by EEG Microstate Analysis

Author : Wenjun Jia
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (139 download)

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Book Synopsis Investigating Neurocognition in Design Creativity Under Loosely Controlled Experiments Supported by EEG Microstate Analysis by : Wenjun Jia

Download or read book Investigating Neurocognition in Design Creativity Under Loosely Controlled Experiments Supported by EEG Microstate Analysis written by Wenjun Jia and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design is a recursive process to create original and useful artifacts to meet human needs. Creativity is a critical ability for designers to create original and useful artifacts. Design creativity focuses on creativity mechanisms during the design process. Even though many studies endeavor to understand cognition in design creativity by protocol analysis, neurocognitive underlying design creativity remains unknown. Such scarcity can be explained by the intrinsic characteristics of the design process and the data analysis approaches. Loosely controlled experiments are capable of simulating the intrinsic characteristics of the design process, whereas they would increase difficulties of data analysis due to unstructured data and hidden causal relationships between a stimulus and its response. Therefore, this research aims to: (i) test the effectiveness of loosely controlled experiments through comparing its findings on phenomena that have been effectively studied by validated experimental research; (ii) structure and segment unstructured electroencephalography (EEG) signals through EEG microstate analysis; (iii) identify EEG-defined large scale brain networks and uncover their temporal dynamics in design creativity; (iv) capture the temporal dynamics of EEG defined large-scale brain networks to classify different cognitive activities in design creativity through RNN techniques under the autoencoder framework. The loosely controlled experiments supported by EEG microstate analysis appear to offer an effective approach to facilitating an ecologically valid neurocognitive study.

Proceeding of 2021 International Conference on Wireless Communications, Networking and Applications

Author : Zhihong Qian
Publisher : Springer Nature
ISBN 13 : 9811924562
Total Pages : 1251 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceeding of 2021 International Conference on Wireless Communications, Networking and Applications by : Zhihong Qian

Download or read book Proceeding of 2021 International Conference on Wireless Communications, Networking and Applications written by Zhihong Qian and published by Springer Nature. This book was released on 2022-07-12 with total page 1251 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computational Design

Author : Rongrong Yu
Publisher : CRC Press
ISBN 13 : 0429522908
Total Pages : 253 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Computational Design by : Rongrong Yu

Download or read book Computational Design written by Rongrong Yu and published by CRC Press. This book was released on 2021-07-25 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.