Neural Interfaces

Erscheinungsjahr 2025
ISBN: 978-0-443-24824-5
Verlag: Elsevier Science

Buch, Englisch, 320 Seiten, Format (B × H): 191 mm x 235 mm, Gewicht: 450 g

Neural Interfaces is a comprehensive book on the foundations, major breakthroughs, and most promising future developments of neural interfaces. The book contains the foundational topics of neural technologies, such as what is a brain signal and how to record them. It provides step-by-step tutorials on how to start with small projects and use machine learning to identify specific brain patterns. It also reviews recent advances that promise to guide future developments, including minimally invasive neural technologies. Through a mix of introductory and cutting-edge research, this book is a unique resource to those with an interest in neural interfaces and the latest technologies.

Autoren/Hrsg.

Valeriani, Davide

Vaughan, Theresa

Fachgebiete

• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Biotechnologie
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik

Inhaltsverzeichnis

Section I: Introduction
1. Introduction

Section II: Foundations
2. A gentle introduction to the human brain
3. Measuring brain activity: a primer
4. Stimulating the brain: a primer
5. Designing a research study with neural interfaces: a brief tutorial
6. Signal processing for brain signals
7. From signals to decisions in non-invasive neural technologies
8. Neurofeedback and how to use it
9. The Importance of Training BMI Skills
10. How to build a brain-computer interface from begin to end

Section III: Applications
11. Harnessing Neuroergonomics: Integrating Wearable Neurotechnologies for Enhanced Human Performance and Experience
12. Passive Brain-Computer Interfaces: Tracking Mental States for Neuroadaptive Technology
13. Improving Decision Capabilities through Brain-Computer Interfaces
14. Improving athletic performance
15. How to use BCIs for rehabilitation
16. Restoring communication with speech brain machine interfaces

Section IV: Outlook
17. Responsible Neural Technology Development: Ethical Issues and Challenges
18. The regulatory landscape of brain-computer interfaces
19. Building Neurotechnologies for Everyday Use: The Story of Neurable
20. A roadmap for the next decades of BCI developments

Über Autor(innen)

Valeriani, Davide
Davide Valeriani received his PhD from the University of Essex in 2017, with a thesis on collaborative brain-computer interfaces (BCIs). His main research interests are in the development of neural and wearable technologies to enhance human capabilities and improve human health. Dr. Valeriani has significantly contributed to the field of BCIs by authoring over 50 scientific publications and serving in the editorial board of several scientific journals. He is also a board member of the BCI Society, a leading international organization to promote research in brain-computer interfaces with members in over 24 countries, where he also served as the Young Talent Committee chair for their 10th annual meeting.

Vaughan, Theresa
Theresa Vaughan has over 30 years of experience developing and translating brain-computer interfaces (BCIs) for communication and control. In 2006, she co-founded the Center for Translational Neurological Research (CTNR), a partnership between the Wadsworth Center and the Helen Hayes Rehabilitation Hospital. Between 2011 and 2014, she coordinated the first translational studies to establish BCI's ability to improve the lives of people with advanced ALS. In 2015, she co-founded the International BCI Society, where she currently serves as a board member. She continues her BCI research at the National Center for Adaptive Neurotechnologies at the Stratton VA Medical Center in Albany, New York.