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Neural Interfaces

Editat de Davide Valeriani, Theresa Vaughan
en Limba Engleză Paperback – iul 2025
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.

  • Presents a primer on the fundamentals of neural technologies and invasive and non-invasive applications
  • Provides step-by-step tutorials on how to build a BCI, including design choices, essential components, and available software tools
  • Features informed perspectives on the current state of development of BCIs and probable future breakthroughs
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Specificații

ISBN-13: 9780443248245
ISBN-10: 0443248249
Pagini: 320
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE

Cuprins

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. How to build a brain-computer interface from beginning to end

Section III: Applications
10. Harnessing Neuroergonomics: Integrating Wearable Neurotechnologies for Enhanced Human Performance and Experience
11. Improving Decision Capabilities through Brain-Computer Interfaces
12. Restoring upper-limb mobility
13. How to use BCIs for rehabilitation
14. Restoring communication with speech brain machine interfaces
15. The Importance of Training BMI Skills
16. Improving athletic performance

Section IV: Outlook
17. Passive Brain-Computer Interfaces: Tracking Mental States for Neuroadaptive Technology
18. Responsible Neural Technology Development: Ethical Issues and Challenges
19. The regulatory landscape of brain-computer interfaces
20. Building Neurotechnologies for Everyday Use: The Story of Neurable
21. A roadmap for the next decades of BCI development