Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures

Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures
Author :
Publisher : Frontiers Media SA
Total Pages : 222
Release :
ISBN-10 : 9782889456918
ISBN-13 : 2889456919
Rating : 4/5 (919 Downloads)

Book Synopsis Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures by : Felix Putze

Download or read book Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures written by Felix Putze and published by Frontiers Media SA. This book was released on 2019-02-05 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Executive cognitive functions like working memory determine the success or failure of a wide variety of different cognitive tasks, such as problem solving, navigation, or planning. Estimation of constructs like working memory load or memory capacity from neurophysiological or psychophysiological signals would enable adaptive systems to respond to cognitive states experienced by an operator and trigger responses designed to support task performance (e.g. by simplifying the exercises of a tutor system when the subject is overloaded, or by shutting down distractions from the mobile phone). The determination of cognitive states like working memory load is also useful for automated testing/assessment or for usability evaluation. While there exists a large body of research work on neural and physiological correlates of cognitive functions like working memory activity, fewer publications deal witt the application of this research with respect to single-trial detection and real-time estimation of cognitive functions in complex, realistic scenarios. Single-trial classifiers based on brain activity measurements such as electroencephalography, functional near-infrared spectroscopy, physiological signals or eye tracking have the potential to classify affective or cognitive states based upon short segments of data. For this purpose, signal processing and machine learning techniques need to be developed and transferred to real-world user interfaces. The goal of this Frontiers Research Topic was to advance the State-of-the-Art in signal-based modeling of cognitive processes. We were especially interested in research towards more complex and realistic study designs, for example collecting data in the wild or investigating the interaction between different cognitive processes or signal modalities. Bringing together many contributions in one format allowed us to look at the state of convergence or diversity regarding concepts, methods, and paradigms.


Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures Related Books

Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures
Language: en
Pages: 222
Authors: Felix Putze
Categories:
Type: BOOK - Published: 2019-02-05 - Publisher: Frontiers Media SA

DOWNLOAD EBOOK

Executive cognitive functions like working memory determine the success or failure of a wide variety of different cognitive tasks, such as problem solving, navi
The Cognitive Neuroscience of Working Memory
Language: en
Pages: 418
Authors: Naoyuki Osaka
Categories: Philosophy
Type: BOOK - Published: 2007 - Publisher:

DOWNLOAD EBOOK

It is only relatively recently that it has been possible to study the neural processes that might underlie working memory, leading to a proliferation of researc
Working Memory Capacity
Language: en
Pages: 238
Authors: Nelson Cowan
Categories: Psychology
Type: BOOK - Published: 2016-04-14 - Publisher: Psychology Press

DOWNLOAD EBOOK

The idea of one's memory "filling up" is a humorous misconception of how memory in general is thought to work; it actually has no capacity limit. However, the i
Foundations of Augmented Cognition
Language: en
Pages: 1307
Authors: Dylan D. Schmorrow
Categories: Technology & Engineering
Type: BOOK - Published: 2005-11-01 - Publisher: CRC Press

DOWNLOAD EBOOK

Bringing together a comprehensive and diverse collection of research, theory, and thought, this volume builds a foundation for the new field of Augmented Cognit
Advances in Design and Digital Communication IV
Language: en
Pages: 992
Authors: Nuno Martins
Categories: Architecture
Type: BOOK - Published: 2023-11-30 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book reports on research findings and practical lessons featuring advances in the areas of digital and interaction design, graphic design and branding, des