Using Neurophysiological Signals that Reflect Cognitive or Affective State

Using Neurophysiological Signals that Reflect Cognitive or Affective State PDF Author: Anne-Marie Brouwer
Publisher: Frontiers Media SA
ISBN: 2889196135
Category : Brain-computer interfaces
Languages : en
Pages : 316

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Book Description
What can we learn from spontaneously occurring brain and other physiological signals about an individual’s cognitive and affective state and how can we make use of this information? One line of research that is actively involved with this question is Passive Brain-Computer-Interfaces (BCI). To date most BCIs are aimed at assisting patients for whom brain signals could form an alternative output channel as opposed to more common human output channels, like speech and moving the hands. However, brain signals (possibly in combination with other physiological signals) also form an output channel above and beyond the more usual ones: they can potentially provide continuous, online information about an individual’s cognitive and affective state without the need of conscious or effortful communication. The provided information could be used in a number of ways. Examples include monitoring cognitive workload through EEG and skin conductance for adaptive automation or using ERPs in response to errors to correct for a behavioral response. While Passive BCIs make use of online (neuro)physiological responses and close the interaction cycle between a user and a computer system, (neuro)physiological responses can also be used in an offline fashion. Examples of this include detecting amygdala responses for neuromarketing, and measuring EEG and pupil dilation as indicators of mental effort for optimizing information systems. The described field of applied (neuro)physiology can strongly benefit from high quality scientific studies that control for confounding factors and use proper comparison conditions. Another area of relevance is ethics, ranging from dubious product claims, acceptance of the technology by the general public, privacy of users, to possible effects that these kinds of applications may have on society as a whole. In this Research Topic we aimed to publish studies of the highest scientific quality that are directed towards applications that utilize spontaneously, effortlessly generated neurophysiological signals (brain and/or other physiological signals) reflecting cognitive or affective state. We especially welcomed studies that describe specific real world applications demonstrating a significant benefit compared to standard applications. We also invited original, new kinds of (proposed) applications in this area as well as comprehensive review articles that point out what is and what is not possible (according to scientific standards) in this field. Finally, we welcomed manuscripts on the ethical issues that are involved. Connected to the Research Topic was a workshop (held on June 6, during the Fifth International Brain-Computer Interface Meeting, June 3-7, 2013, Asilomar, California) that brought together a diverse group of people who were working in this field. We discussed the state of the art and formulated major challenges, as reflected in the first paper of the Research Topic.

Using Neurophysiological Signals that Reflect Cognitive or Affective State

Using Neurophysiological Signals that Reflect Cognitive or Affective State PDF Author: Anne-Marie Brouwer
Publisher: Frontiers Media SA
ISBN: 2889196135
Category : Brain-computer interfaces
Languages : en
Pages : 316

Get Book Here

Book Description
What can we learn from spontaneously occurring brain and other physiological signals about an individual’s cognitive and affective state and how can we make use of this information? One line of research that is actively involved with this question is Passive Brain-Computer-Interfaces (BCI). To date most BCIs are aimed at assisting patients for whom brain signals could form an alternative output channel as opposed to more common human output channels, like speech and moving the hands. However, brain signals (possibly in combination with other physiological signals) also form an output channel above and beyond the more usual ones: they can potentially provide continuous, online information about an individual’s cognitive and affective state without the need of conscious or effortful communication. The provided information could be used in a number of ways. Examples include monitoring cognitive workload through EEG and skin conductance for adaptive automation or using ERPs in response to errors to correct for a behavioral response. While Passive BCIs make use of online (neuro)physiological responses and close the interaction cycle between a user and a computer system, (neuro)physiological responses can also be used in an offline fashion. Examples of this include detecting amygdala responses for neuromarketing, and measuring EEG and pupil dilation as indicators of mental effort for optimizing information systems. The described field of applied (neuro)physiology can strongly benefit from high quality scientific studies that control for confounding factors and use proper comparison conditions. Another area of relevance is ethics, ranging from dubious product claims, acceptance of the technology by the general public, privacy of users, to possible effects that these kinds of applications may have on society as a whole. In this Research Topic we aimed to publish studies of the highest scientific quality that are directed towards applications that utilize spontaneously, effortlessly generated neurophysiological signals (brain and/or other physiological signals) reflecting cognitive or affective state. We especially welcomed studies that describe specific real world applications demonstrating a significant benefit compared to standard applications. We also invited original, new kinds of (proposed) applications in this area as well as comprehensive review articles that point out what is and what is not possible (according to scientific standards) in this field. Finally, we welcomed manuscripts on the ethical issues that are involved. Connected to the Research Topic was a workshop (held on June 6, during the Fifth International Brain-Computer Interface Meeting, June 3-7, 2013, Asilomar, California) that brought together a diverse group of people who were working in this field. We discussed the state of the art and formulated major challenges, as reflected in the first paper of the Research Topic.

Black Transhuman Liberation Theology

Black Transhuman Liberation Theology PDF Author: Philip Butler
Publisher: Bloomsbury Publishing
ISBN: 1350081957
Category : Religion
Languages : en
Pages : 222

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Book Description
Mediating Black religious studies, spirituality studies, and liberation theology, Philip Butler explores what might happen if Black people in the United States merged technology and spirituality in their fight towards materializing liberating realities. The discussions shaping what it means for humans to exist with technology and as part of technology are already underway: transhumanism suggests that any use of technology to augment intellectual, psychological, or physical capability makes one transhuman. In an attempt to encourage Black people in the United States to become technological progenitors as a spiritual act, Butler asks whether anyone has ever been 'just' human? Butler then explores the implications of this question and its link to viewing the body as technology. Re-imagining incarnation as a relationship between vitality, biochemistry, and genetics, the book also takes a critical scientific approach to understanding the biological embodiment of Black spiritual practices. It shows how current and emerging technologies might align with the generative biological states of Black spiritualities in order to concretely disrupt and dismantle oppressive societal structures.

Recognizing the State of Emotion, Cognition and Action from Physiological and Behavioural Signals

Recognizing the State of Emotion, Cognition and Action from Physiological and Behavioural Signals PDF Author: Siyuan Chen
Publisher: Frontiers Media SA
ISBN: 2889769488
Category : Science
Languages : en
Pages : 144

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Book Description


Advances in the Integration of Brain-Machine Interfaces and Robotic Devices

Advances in the Integration of Brain-Machine Interfaces and Robotic Devices PDF Author: Luca Tonin
Publisher: Frontiers Media SA
ISBN: 2889666735
Category : Technology & Engineering
Languages : en
Pages : 114

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Book Description


Assistive Technology Assessment Handbook

Assistive Technology Assessment Handbook PDF Author: Stefano Federici
Publisher: CRC Press
ISBN: 1351230883
Category : Medical
Languages : en
Pages : 556

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Book Description
Assistive Technology Assessment Handbook, Second Edition, proposes an international ideal model for the assistive technology assessment process, outlining how this model can be applied in practice to re-conceptualize the phases of an assistive technology delivery system according to the biopsychosocial model of disability. The model provides reference guidelines for evidence-based practice, guiding both public and private centers that wish to compare, evaluate, and improve their ability to match a person with the correct technology model. This second edition also offers a contribution to the Global Cooperation on Assistive Technology (GATE) initiative, whose activities are strongly focused on the assistive products service delivery model. Organized into three parts, the handbook: gives readers a toolkit for performing assessments; describes the roles of the assessment team members, among them the new profession of psychotechnologist; and reviews technologies for rehabilitation and independent living, including brain–computer interfaces, exoskeletons, and technologies for music therapy. Edited by Stefano Federici and Marcia J. Scherer, this cross-cultural handbook includes contributions from leading experts across five continents, offering a framework for future practice and research.

Physiological Computing Systems

Physiological Computing Systems PDF Author: Andreas Holzinger
Publisher: Springer Nature
ISBN: 3030279502
Category : Medical
Languages : en
Pages : 259

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Book Description
This book constitutes the proceedings of the Third International Conference on Physiological Computing Systems, PhyCS 2016, held in Lisbon, Portugal, in July 2016. The 12 papers presented in this volume were carefully reviewed and selected from numerous submissions. They contribute to the understanding of relevant trends of current research on physiological computing systems, including brain-computer interfaces, virtual reality, psychophysiological load assessment in unconstrained scenarios, body tracking and movement pattern recognition, emotion recognition, machine learning applied to diabetes and hypertension, tangible biofeedback technologies, multimodal sensor data fusion, and deep learning for hand gesture recognition.

The Oxford Handbook of Affective Computing

The Oxford Handbook of Affective Computing PDF Author: Rafael A. Calvo
Publisher: Oxford Library of Psychology
ISBN: 0199942234
Category : Computers
Languages : en
Pages : 625

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Book Description
"The Oxford Handbook of Affective Computing is a definitive reference in the burgeoning field of affective computing (AC), a multidisciplinary field encompassing computer science, engineering, psychology, education, neuroscience, and other disciplines. AC research explores how affective factors influence interactions between humans and technology, how affect sensing and affect generation techniques can inform our understanding of human affect, and on the design, implementation, and evaluation of systems involving affect at their core. The volume features 41 chapters and is divided into five sections: history and theory, detection, generation, methodologies, and applications. Section 1 begins with the making of AC and a historical review of the science of emotion. The following chapters discuss the theoretical underpinnings of AC from an interdisciplinary viewpoint. Section 2 examines affect detection or recognition, a commonly investigated area. Section 3 focuses on aspects of affect generation, including the synthesis of emotion and its expression via facial features, speech, postures, and gestures. Cultural issues are also discussed. Section 4 focuses on methodological issues in AC research, including data collection techniques, multimodal affect databases, formats for the representation of emotion, crowdsourcing techniques, machine learning approaches, affect elicitation techniques, useful AC tools, and ethical issues. Finally, Section 5 highlights applications of AC in such domains as formal and informal learning, games, robotics, virtual reality, autism research, health care, cyberpsychology, music, deception, reflective writing, and cyberpsychology. This compendium will prove suitable for use as a textbook and serve as a valuable resource for everyone with an interest in AC."--

Trends in Neuroergonomics: A Comprehensive Overview

Trends in Neuroergonomics: A Comprehensive Overview PDF Author: Klaus Gramann
Publisher: Frontiers Media SA
ISBN: 2889452034
Category :
Languages : en
Pages : 404

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Book Description
This Research Topic is dedicated to Raja Parasuraman who unexpectedly passed on March 22nd 2015. Raja Parasuraman’s pioneering work led the emergence of Neuroergonomics as a new scientific field. He combined his research interests in the field of Neuroergonomics which he defined as the study of the human brain in relation to performance at work and everyday settings. Raja Parasuraman was a pioneer, a truly exceptional researcher and an extraordinary person. He made significant contributions to a number of disciplines, from human factors to cognitive neuroscience. His advice to young researchers was to be passionate in order to develop theory and knowledge that can guide the design of technologies and environments for people. His legacy, the field of Neuroergonomics, will live on in countless faculties and students whom he advised and inspired with unmatched humility throughout the whole of his distinguished career. Raja Parasuraman was an impressive human being, a very kind person, and an absolutely inspiring individual who will be remembered by everyone who had the chance to meet him. About this Research Topic Since the advent of neuroergonomics, significant progress has been made with respect to methodology and tools for the investigation of the brain and behavior at work. This is especially the case for neuroscientific methods where the availability of ambulatory hardware, wearable sensors and advanced data analyses allow for imaging of brain dynamics in humans in applied environments. Methods such as: electroencephalography (EEG), functional near-infrared spectroscopy (fNIRS), and stimulation approaches like transcranial direct-currrent stimulation (tDCS) have made significant progress in both recording and altering brain activity while allowing full body movements outside laboratory environments. For neuroergonomics, the application of brain imaging in real-world scenarios is highly relevant. Traditionally, brain imaging experiments in human factors research tend to avoid active behavior for fear of artifacts and a contaminated data set that would provide limited insight into brain dynamics in real working environments. To overcome these problems new analyses approaches have to be developed that identify artifacts resulting from hostile recording environments and movement-related non-brain activity stemming from eye-, head, and full-body movements. The application of methodology from the field of Brain-Computer Interfacing (BCI) for neuroergonomics is one approach that has significant potential to enhance ambulatory monitoring and applied testing. Passive BCIs allow for assessing aspects of the user state online, such that systems can automatically adapt to their user. This neuroadaptive technology could lead to highly efficient working environments, to auto-adaptive experimental paradigms and to a continuous tracking of cognitive and affective aspects of the user state. Hence, deployment of portable neuroimaging technologies to real time settings could help assess cognitive and motivational states of personnel assigned to perform critical tasks. This Research Topic gathers submissions that cover new approaches in neuroergonomics. Different article type cover advanced neuroscience methods and neuroergonomics techniques as well as analysis approaches to investigate brain dynamics in working environments. The selection of papers provides insights into new neuroergonomic research approaches that demonstrate significant advances in brain imaging technologies that become more and more mobile, Moreover, a strong trend for new analyses approaches and paradigms investigating real work settings can be seen. Together, this unique collection of latest research papers provides a comprehensive overview on the latest developments in neuroergonomics.

Neuroprosthetics and Brain-Computer Interfaces in Spinal Cord Injury

Neuroprosthetics and Brain-Computer Interfaces in Spinal Cord Injury PDF Author: Gernot Müller-Putz
Publisher: Springer Nature
ISBN: 3030685454
Category : Medical
Languages : en
Pages : 377

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Book Description
This book provides a comprehensive overview of the current state of the art of practical applications of neuroprosthesis based on functional electrical stimulation for restoration of motor functions lost by spinal cord injury and discusses the use of brain-computer interfaces for their control. The book covers numerous topics starting with basics about spinal cord injury, electrical stimulation, electrical brain signals and brain-computer interfaces. It continues with an overview of neuroprosthetic solutions for different purposes and non-invasive and invasive brain-computer interface implementations and presents clinical use cases and practical applications of BCIs. Finally, the authors give an outlook on cutting edge research with a high potential for clinical translation in the near future. All authors committed themselves to use easy-to-understand language and to avoid very specific information, focusing instead on the essential aspects. This makes this book an ideal choice not only for researchers and clinicians at all stages of their education interested in the topic of brain-computer interface-controlled neuroprostheses, but also for end users and their caregivers who want to inform themselves about the current technological possibilities to improve paralyzed motor functions.

Application of Neural Technology to Neuro-Management and Neuro-Marketing

Application of Neural Technology to Neuro-Management and Neuro-Marketing PDF Author: Ioan Opris
Publisher: Frontiers Media SA
ISBN: 2889635422
Category :
Languages : en
Pages : 243

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Book Description