Brain-Computer Interface Research

A State-of-the-Art Summary 7
1. Auflage 2019
ISBN: 978-3-030-05667-4
Verlag: Springer International Publishing

Buch, Englisch, 127 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 219 g

Reihe: SpringerBriefs in Electrical and Computer Engineering

Each year, the Annual BCI Research Award recognizes the top new projects in brain-computer interface (BCI) research. This book contains summaries of these projects from the 2017 BCI Research Award. Each chapter is written by the group that submitted the BCI project that was nominated, and introduction and discussion chapters provide supporting information and explore trends that are reflected in the annual awards each year. One of the prominent trends in recent years has been BCIs for new patient groups, and many chapters in this book present emerging research directions that might become more prevalent in the near future.

Zielgruppe

Research

Autoren/Hrsg.

Guger, Christoph

Allison, Brendan Z.

Mrachacz-Kersting, Natalie

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Neurologie, Klinische Neurowissenschaft
• Naturwissenschaften Physik Angewandte Physik Medizinische Physik
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion
• Interdisziplinäres Wissenschaften Wissenschaften Interdisziplinär Neurowissenschaften, Kognitionswissenschaft
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

Brain-Computer Interface Research: A State-of-the-Art Summary.- Gold Standard for epilepsy/tumor surgery coupled with deep learning offers independence to a promising functional mapping modality.- Online adaptive synchronous BCI system with attention variations.- Using a BCI prosthetic hand to control phantom limb pain.- Restoration of finger and arm movements using hybrid brain/neural assistive technology in everyday life environments.- Rethinking BCI Paradigm and Machine Learning Algorithm as a Symbiosis: Zero Calibration, Guaranteed Convergence and High Decoding Performance.-Targeted up-conditioning of contralesional corticospinal pathways promotes motor recovery in poststroke patients with severe chronic hemiplegia.- Targeted up-conditioning of contralesional corticospinal pathways promotes motor recovery in poststroke patients with severe chronic hemiplegia.- High Performance BCI in Controlling an Avatar Using the Missing Hand Representationin Long Term Amputees.- Can BCI paradigms induce feelings of agency and responsibility overmovements?.- Recent Advances in Brain-Computer Interface Research - A Summary of the 2017 BCI Award and BCI Research Trends.

Über Autor(innen)

Christoph Guger is leading several international research projects in the invasive and non-invasive BCI domain.

Brendan Allison is an expert for non-invasive BCI applications and worked with BCIs for more than 20 years.

Natalie Mrachacz-Kersting is an expert on BCIs for neurorehabilitation and assessment of the brain.