Introduction to EEG  and Speech Based Emotion Recognition Book

Introduction to EEG and Speech Based Emotion Recognition

  • Author : Priyanka A. Abhang
  • Publisher : Academic Press
  • Release Date : 2016-03-23
  • Genre: Computers
  • Pages : 198
  • ISBN 10 : 9780128045312

Introduction to EEG and Speech Based Emotion Recognition Excerpt :

Introduction to EEG- and Speech-Based Emotion Recognition Methods examines the background, methods, and utility of using electroencephalograms (EEGs) to detect and recognize different emotions. By incorporating these methods in brain-computer interface (BCI), we can achieve more natural, efficient communication between humans and computers. This book discusses how emotional states can be recognized in EEG images, and how this is useful for BCI applications. EEG and speech processing methods are explored, as are the technological basics of how to operate and record EEGs. Finally, the authors include information on EEG-based emotion recognition, classification, and a proposed EEG/speech fusion method for how to most accurately detect emotional states in EEG recordings. Provides detailed insight on the science of emotion and the brain signals underlying this phenomenon Examines emotions as a multimodal entity, utilizing a bimodal emotion recognition system of EEG and speech data Details the implementation of techniques used for acquiring as well as analyzing EEG and speech signals for emotion recognition

ICDSMLA 2019 Book


  • Author : Amit Kumar
  • Publisher : Springer Nature
  • Release Date : 2020-05-19
  • Genre: Technology & Engineering
  • Pages : 1988
  • ISBN 10 : 9789811514203

ICDSMLA 2019 Excerpt :

This book gathers selected high-impact articles from the 1st International Conference on Data Science, Machine Learning & Applications 2019. It highlights the latest developments in the areas of Artificial Intelligence, Machine Learning, Soft Computing, Human–Computer Interaction and various data science & machine learning applications. It brings together scientists and researchers from different universities and industries around the world to showcase a broad range of perspectives, practices and technical expertise.

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies Book

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies

  • Author : Kyandoghere Kyamakya
  • Publisher : MDPI
  • Release Date : 2021-09-01
  • Genre: Technology & Engineering
  • Pages : 550
  • ISBN 10 : 9783036511382

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies Excerpt :

This book includes impactful chapters which present scientific concepts, frameworks, architectures and ideas on sensing technologies and machine learning techniques. These are relevant in tackling the following challenges: (i) the field readiness and use of intrusive sensor systems and devices for capturing biosignals, including EEG sensor systems, ECG sensor systems and electrodermal activity sensor systems; (ii) the quality assessment and management of sensor data; (iii) data preprocessing, noise filtering and calibration concepts for biosignals; (iv) the field readiness and use of nonintrusive sensor technologies, including visual sensors, acoustic sensors, vibration sensors and piezoelectric sensors; (v) emotion recognition using mobile phones and smartwatches; (vi) body area sensor networks for emotion and stress studies; (vii) the use of experimental datasets in emotion recognition, including dataset generation principles and concepts, quality insurance and emotion elicitation material and concepts; (viii) machine learning techniques for robust emotion recognition, including graphical models, neural network methods, deep learning methods, statistical learning and multivariate empirical mode decomposition; (ix) subject-independent emotion and stress recognition concepts and systems, including facial expression-based systems, speech-based systems, EEG-based systems, ECG-based systems, electrodermal activity-based systems, multimodal recognition systems and sensor fusion concepts and (x) emotion and stress estimation and forecasting from a nonlinear dynamical system perspective. This book, emerging from the Special Issue of the Sensors journal on “Emotion and Stress Recognition Related Sensors and Machine Learning Technologies” emerges as a result of the crucial need for massive deployment of intelligent sociotechnical systems. Such technologies are being applied in assistive systems in different domains and parts of the world to address challenges that could

Neuropsychogical Trends 25   April 2019 Book

Neuropsychogical Trends 25 April 2019

  • Author : AA. VV.
  • Publisher : LED Edizioni Universitarie
  • Release Date : 2020-10-28T00:00:00+01:00
  • Genre: Psychology
  • Pages : 110
  • ISBN 10 : 9788855130196

Neuropsychogical Trends 25 April 2019 Excerpt :

Richard H. Morley - Paul B. Jantz - Reiko Graham, The Salience Network structures as a mediator of violence and perceptions of hostility - Sara Invitto - Carola Capone - Graziano Gigante - Giulia Piraino - Bianca Sisinni, The effect of acoustic feedback in an auditory Posner paradigm: delay effect and bias in ERP - Seyedeh Maryam Moshirian Farahi - Mohammad Javad Asghari Ebrahimabad - Ali Gorji - Imanollah Bigdeli - Seyed Mohammad Mahdi Moshirian Farahi, Cortical brain activities related to neuroticism and extraversion in adolescence - Laura Angioletti - Michela Balconi, What is the role of metacognition in Parkinson’s Disease patients with Pathological Gambling? - Ymie J. Van Der Zee - Peter L.J. Stiers - Lieven Lagae - Johan J.M. Pel - Heleen M. Evenhuis, Chronological age versus developmental age in evaluating patients’ performances on motion perception tests - Irene Venturella - Davide Crivelli - Marina Fossati - Francesca Fiorillo - Michela Balconi, Fronto-parietal network in response to pleasant and unpleasant somatic stimuli in DoC patients: a pilot study

Emotion Recognition Book

Emotion Recognition

  • Author : Amit Konar
  • Publisher : John Wiley & Sons
  • Release Date : 2014-12-22
  • Genre: Technology & Engineering
  • Pages : 536
  • ISBN 10 : 9781118130667

Emotion Recognition Excerpt :

The Routledge Companion to Marketing Research Book

The Routledge Companion to Marketing Research

  • Author : Len Tiu Wright
  • Publisher : Routledge
  • Release Date : 2021-06-28
  • Genre: Business & Economics
  • Pages : 632
  • ISBN 10 : 9781134826865

The Routledge Companion to Marketing Research 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.

IoT Based Data Analytics for the Healthcare Industry Book

IoT Based Data Analytics for the Healthcare Industry

  • Author : Sanjay Kumar Singh
  • Publisher : Academic Press
  • Release Date : 2020-12-01
  • Genre: Technology & Engineering
  • Pages : 340
  • ISBN 10 : 9780128214763

IoT Based Data Analytics for the Healthcare Industry Excerpt :

IoT Based Data Analytics for the Healthcare Industry: Techniques and Applications explores recent advances in the analysis of healthcare industry data through IoT data analytics. The book covers the analysis of ubiquitous data generated by the healthcare industry, from a wide range of sources, including patients, doctors, hospitals, and health insurance companies. The book provides AI solutions and support for healthcare industry end-users who need to analyze and manipulate this vast amount of data. These solutions feature deep learning and a wide range of intelligent methods, including simulated annealing, tabu search, genetic algorithm, ant colony optimization, and particle swarm optimization. The book also explores challenges, opportunities, and future research directions, and discusses the data collection and pre-processing stages, challenges and issues in data collection, data handling, and data collection set-up. Healthcare industry data or streaming data generated by ubiquitous sensors cocooned into the IoT requires advanced analytics to transform data into information. With advances in computing power, communications, and techniques for data acquisition, the need for advanced data analytics is in high demand. Provides state-of-art methods and current trends in data analytics for the healthcare industry Addresses the top concerns in the healthcare industry using IoT and data analytics, and machine learning and deep learning techniques Discusses several potential AI techniques developed using IoT for the healthcare industry Explores challenges, opportunities, and future research directions, and discusses the data collection and pre-processing stages

Advanced Computing Book

Advanced Computing

  • Author : Deepak Garg
  • Publisher : Springer Nature
  • Release Date : 2021-02-10
  • Genre: Computers
  • Pages : 507
  • ISBN 10 : 9789811604010

Advanced Computing Excerpt :

This two-volume set (CCIS 1367-1368) constitutes reviewed and selected papers from the 10th International Advanced Computing Conference, IACC 2020, held in December 2020. The 65 full papers and 2 short papers presented in two volumes were thorougly reviewed and selected from 286 submissions. The papers are organized in the following topical sections: Application of Artificial Intelligence and Machine Learning in Healthcare; Using Natural Language Processing for Solving Text and Language related Applications; Using Different Neural Network Architectures for Interesting applications; ​Using AI for Plant and Animal related Applications.- Applications of Blockchain and IoT.- Use of Data Science for Building Intelligence Applications; Innovations in Advanced Network Systems; Advanced Algorithms for Miscellaneous Domains; New Approaches in Software Engineering.

Cognitive Computing in Human Cognition Book

Cognitive Computing in Human Cognition

  • Author : Pradeep Kumar Mallick
  • Publisher : Springer Nature
  • Release Date : 2020-06-18
  • Genre: Computers
  • Pages : 125
  • ISBN 10 : 9783030481186

Cognitive Computing in Human Cognition Excerpt :

This edited book designs the Cognitive Computing in Human Cognition to analyze to improve the efficiency of decision making by cognitive intelligence. The book is also intended to attract the audience who work in brain computing, deep learning, transportation, and solar cell energy. Due to this in the recent era, smart methods with human touch called as human cognition is adopted by many researchers in the field of information technology with the Cognitive Computing.

Intelligent Human Systems Integration  IHSI 2022   Integrating People and Intelligent Systems Book

Intelligent Human Systems Integration IHSI 2022 Integrating People and Intelligent Systems

  • Author : Tareq Ahram, Waldemar Karwowski, Pepetto Di Bucchianico, Redha Taiar, Luca Casarotto and Pietro Costa
  • Publisher : AHFE International
  • Release Date : 2022-07-05
  • Genre: Technology & Engineering
  • Pages : 1410
  • ISBN 10 : 9781792389887

Intelligent Human Systems Integration IHSI 2022 Integrating People and Intelligent Systems Excerpt :

Proceedings of the 5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems, February 22–24, 2022, Venice, Italy

Control  Computer Engineering and Neuroscience Book
Score: 5
From 1 Ratings

Control Computer Engineering and Neuroscience

  • Author : Szczepan Paszkiel
  • Publisher : Springer Nature
  • Release Date : 2021-03-29
  • Genre: Technology & Engineering
  • Pages : 348
  • ISBN 10 : 9783030722548

Control Computer Engineering and Neuroscience Excerpt :

This book presents the proceedings of the 4th International Scientific Conference IC BCI 2021 Opole, Poland. The event was held at Opole University of Technology in Poland on 21 September 2021. Since 2014, the conference has taken place every two years at the University’s Faculty of Electrical Engineering, Automatic Control and Informatics. The conference focused on the issues relating to new trends in modern brain–computer interfaces (BCI) and control engineering, including neurobiology–neurosurgery, cognitive science–bioethics, biophysics–biochemistry, modeling–neuroinformatics, BCI technology, biomedical engineering, control and robotics, computer engineering and neurorehabilitation–biofeedback.

Ethics of Artificial Intelligence Book

Ethics of Artificial Intelligence

  • Author : S. Matthew Liao
  • Publisher : Oxford University Press
  • Release Date : 2020-08-18
  • Genre: Philosophy
  • Pages : 352
  • ISBN 10 : 9780190905057

Ethics of Artificial Intelligence Excerpt :

As Artificial Intelligence (AI) technologies rapidly progress, questions about the ethics of AI, in both the near-future and the long-term, become more pressing than ever. This volume features seventeen original essays by prominent AI scientists and philosophers and represents the state-of-the-art thinking in this fast-growing field. Organized into four sections, this volume explores the issues surrounding how to build ethics into machines; ethical issues in specific technologies, including self-driving cars, autonomous weapon systems, surveillance algorithms, and sex robots; the long term risks of superintelligence; and whether AI systems can be conscious or have rights. Though the use and practical applications of AI are growing exponentially, discussion of its ethical implications is still in its infancy. This volume provides an invaluable resource for thinking through the ethical issues surrounding AI today and for shaping the study and development of AI in the coming years.

Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems Book

Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems

  • Author : Fields, Ziska
  • Publisher : IGI Global
  • Release Date : 2020-11-27
  • Genre: Social Science
  • Pages : 537
  • ISBN 10 : 9781799823872

Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems Excerpt :

Today’s world is continually facing complex and life-threatening issues that are too difficult or even impossible to solve. These challenges have been titled “wicked” problems due to their radical and multifarious nature. Recently, there has been a focus on global cooperation and gathering creative and diverse methods from around the world to solve these issues. Accumulating research and information on these collective intelligence methods is vital in comprehending current international issues and what possible solutions are being developed through the use of global collaboration. The Handbook of Research on Using Global Collective Intelligence and Creativity to Solve Wicked Problems is a pivotal reference source that provides vital research on the collaboration between global communities in developing creative solutions for radical worldwide issues. While highlighting topics such as collaboration technologies, neuro-leadership, and sustainable global solutions, this publication explores diverse collections of problem-solving methods and applying them on a global scale. This book is ideally designed for scholars, researchers, students, policymakers, strategists, economists, and educators seeking current research on problem-solving methods using collective intelligence and creativity.

Radiant Rest Book

Radiant Rest

  • Author : Tracee Stanley
  • Publisher : Shambhala Publications
  • Release Date : 2021-03-09
  • Genre: Health & Fitness
  • Pages : 224
  • ISBN 10 : 9781611808551

Radiant Rest Excerpt :

Develop a powerful practice of deep relaxation and transformative self-inquiry with this essential guide to yoga nidra, accompanied by downloadable audio meditations. Yoga nidra is a practice devoted to allowing your body and mind to rest while your consciousness remains awake and aware, creating the opportunity for you to tap into a deeper understanding of yourself and your true nature. At its heart, yoga nidra is about waking up to the fullness of your life. In Radiant Rest, Tracee Stanley draws on over twenty years of experience as a yoga nidra teacher and practitioner to introduce the history of yoga nidra, mind and body relaxation, and the surprising power of rest in our daily lives. This accessible guide shares six essential practices arranged around the koshas, the five subtle layers of the body: the physical, energetic, mental, intuitive, and bliss bodies. It also offers shorter, accessible practices for people pressed for time. Each practice is explained through step-by-step instructions and ends with self-inquiry prompts. A set of guided audio meditations provide further instruction. Feel a greater sense of stability, peace, and clarity in all aspects of your life as you deepen your yoga nidra practice and discover its true power.