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Brain-computer interface research : a state-of-the-art summary 6

Author: Christoph Guger; Brendan Allison; Mikhail Lebedev
Publisher: Cham, Switzerland : Springer, [2017]
Series: SpringerBriefs in electrical and computer engineering.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book presents compact and informative descriptions of the most promising new projects in brain-computer interface (BCI) research. As in earlier volumes in this series, the contributions come from many of the best-known groups in BCI research. Each of these chapters provides an overview of a project that was nominated for the most prestigious award in the BCI community: the Annual BCI Research Award. The book  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Brain-computer interface research.
Cham, Switzerland : Springer, [2017]
(OCoLC)992779269
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Christoph Guger; Brendan Allison; Mikhail Lebedev
ISBN: 9783319643731 3319643738
OCLC Number: 1001884880
Description: 1 online resource : illustrations
Contents: 1 Introduction; 1 What Is a BCI?; 2 The Annual BCI-Research Award; 3 The BCI Book Series; 4 Projects Nominated for the BCI Award 2016; 5 Summary; 2 Advances in BCI: A Neural Bypass Technology to Reconnect the Brain to the Body; 1 Introduction; 2 Methods; 2.1 Study Design and Surgery; 2.2 Novel Hardware and Software Development; 2.3 Participant Sessions and Neural Decoder Training; 3 Results; 4 Current Work and Outlook Towards Future; 5 Neurorehabilitation Outcomes and Need for Standardized Tests for Evaluating SCI Neuroprosthetics; References. 3 Precise and Reliable Activation of Cortex with Micro-coils1 Introduction; 2 Neuronal Activation with Submillimeter-Sized Inductors; 3 Enhanced Control of Cortical Pyramidal Neurons with Micromagnetic Stimulation; 4 Development of Implantable Micro-coils for Intracortical Magnetic Stimulation; 5 Discussion; Acknowledgments; References; 4 Re(con)volution: Accurate Response Prediction for Broad-Band Evoked Potentials-Based Brain Computer Interfaces; 1 Introduction; 2 Related Work; 3 Generative Model; 3.1 Staged Approach; 3.2 Integrated Approach; 3.3 Zero-Training Approach; 4 Dynamic Stopping. 5 Optimized Stimuli6 Conclusion; References; 5 Intracortical Microstimulation as a Feedback Source for Brain-Computer Interface Users; 1 Introduction; 2 Methods; 3 Results; 3.1 Projected Fields and Perceptual Quality; 3.2 Psychometric Evaluation; 3.3 Real-time ICMS Feedback Tasks; 4 Discussion; 5 Conclusions; Acknowledgements; References; 6 A Minimally Invasive Endovascular Stent-Electrode Array for Chronic Recordings of Cortical Neural Activity; 1 Introduction; 2 Mapping Cerebral Vessels; 3 Device Design and Delivery; 4 Sinus Endothelialisation; 5 Chronic Vessel Patency; 6 Vascular ECoG. 6.1 Modulatory Effects of Anaesthesia6.2 Bandwidth and Power Spectra; 7 Discussion and Long Term Perspectives; Acknowledgements; References; 7 Visual Cue-Guided Rat Cyborg; 1 Introduction; 2 Overview; 3 Basic Rat Robot; 3.1 Stimulation-Action Principles; 3.2 Hardware Modules; 4 Rat Cyborg; 4.1 Object Detection; 4.2 Closed-Loop Stimulation Model; 5 Experiments; 5.1 Evaluation of the Rat State Extraction Method; 5.2 Evaluation of the Closed-Loop Stimulation Model; 6 Conclusion and Discussion; Acknowledgements; References; 8 Predicting Motor Intentions with Closed-Loop Brain-Computer Interfaces. 1 Introduction1.1 EEG Signals Predictive of Movement Intentions; 1.2 Two Studies; 2 Methods; 2.1 Experimental Task; 2.2 Data Acquisition; 2.3 Online Classifier; 3 Results; 3.1 Mean Event-Related Potentials; 3.2 Performance of Online Predictors; 3.3 The Cancelling of Self-initiated Movements; 4 Discussion; Acknowledgements; References; 9 Towards Online Functional Brain Mapping and Monitoring During Awake Craniotomy Surgery Using ECoG-Based Brain-Surgeon Interface (BSI); 1 Introduction; 2 Motor Cortex Mapping with ERD/S and MRCP; 3 Sensory Cortex Mapping with ERD/S and SSSEP.
Series Title: SpringerBriefs in electrical and computer engineering.
Responsibility: Christoph Guger, Brendan Allison, Mikhail Lebedev, editors.

Abstract:

This book presents compact and informative descriptions of the most promising new projects in brain-computer interface (BCI) research. This volume also introduces a new type of contribution, namely a  Read more...

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