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Brain Technology in Augmented Cognition: Current and Future Trends informs engineers interested in human-computer interaction about the current state of augmented cognition. Its scope includes recent advances in electroencephalography (EEG), neural network (NN), and brain-computer interface (BCI) brain technologies.
The title explores in detail each technological approach to augmented cognition and offers conclusions to them, summarizing the work and their respective futures. Augmented cognition research often includes the use of brain technology, and this book addresses advances in augmented cognition and its applications. It details recent uses of EEG, NN, and BCI in the field and how they may augment user, researcher, and practitioner cognition. Focusing on the use of EEG for eye-tracking, NN logic, and the BCI application of motor-imagery (MI) and discussing challenges and opportunities relevant to such applications, the title is a useful introduction to the subject matter.
This is an engaging read for any student, researcher or academic in the fields of engineering, augmented cognition, human-computer interaction and human factors/ergonomics who will learn the basics and key concepts of augmented cognition through this simple and straightforward title.
Preface
About the Author
Acknowledgments
Introduction
References
How Can Brain Technology Augment Cognition?
Introduction
Brain Technologies and the Mind
Three Case Examples
References
Electroencephalography (EEG)
From Neural Activity to Augmented Cognition
Measuring Individual Cognitive Differences
EEG in general
References
Neural Network (NN)
Brain Simulation to Augment Cognition
Artificial versus Biological Neural Networks (ANNs vs. BNNs)
EEG and Deep Convolutional NNs (DCNNs)
Related Topics
References
Brain–Computer Interface (BCI)
A Whole-body Approach to Augmented Cognition
Augmented Embodied Cognition
From Brain to Body and Mind
Medical Hope (and Promise)
References
Exploring a Combinatory Approach
Synthesis (Theory and Technology)
Computational Neuroscience’s “Augmented Mind-brain”
Augmented Brain, Mind, and Body
References
Conclusion
References
Glossary
Index