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.
1. Section I: Introduction - p. 1 2. Chapter 1. An approachable guide to neural interfaces - p. 3 3. Section II: Foundations - p. 7 4. Chapter 2. A gentle introduction to the human brain - p. 9 5. Chapter 3. Recording from the brain: an introduction - p. 19 6. Chapter 4. Stimulating the brain: a primer - p. 31 7. Chapter 5. Designing a research study with neural interfaces: a brief tutorial - p. 53 8. Chapter 6. Signal processing for brain signals - p. 63 9. Chapter 7. From signals to decisions in noninvasive neural technologies - p. 77 10. Chapter 8. Neurofeedback and how to use it - p. 91 11. Chapter 9. The importance of training brain–machine interface skills - p. 105 12. Chapter 10. How to build a brain–computer interface from beginning to end - p. 115 13. Section III: Applications - p. 143 14. Chapter 11. Harnessing neuroergonomics: integrating wearable neurotechnologies for enhanced human performance and experience - p. 145 15. Chapter 12. Passive brain–computer interfaces: tracking mental states for neuroadaptive technology - p. 161 16. Chapter 13. Improving decision capabilities through brain–computer interfaces - p. 177 17. Chapter 14. EEG-neurofeedback as a tool to improve athletic performance - p. 209 18. Chapter 15. How to use brain–computer interfaces for motor functional recovery following stroke - p. 221 19. Chapter 16. Restoring communication with speech brain–computer interfaces - p. 229 20. Section IV: Outlook - p. 243 21. Chapter 17. Responsible neural technology development: ethical issues and challenges - p. 245 22. Chapter 18. Perspectives on the regulatory landscape of brain–computer interfaces - p. 261 23. Chapter 19. Building neurotechnologies for everyday use: the story of Neurable - p. 267 24. Chapter 20. A roadmap for the next decades of neural interface development - p. 283 25. Index - p. 287
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.
1. Section I: Introduction - p. 1 2. Chapter 1. An approachable guide to neural interfaces - p. 3 3. Section II: Foundations - p. 7 4. Chapter 2. A gentle introduction to the human brain - p. 9 5. Chapter 3. Recording from the brain: an introduction - p. 19 6. Chapter 4. Stimulating the brain: a primer - p. 31 7. Chapter 5. Designing a research study with neural interfaces: a brief tutorial - p. 53 8. Chapter 6. Signal processing for brain signals - p. 63 9. Chapter 7. From signals to decisions in noninvasive neural technologies - p. 77 10. Chapter 8. Neurofeedback and how to use it - p. 91 11. Chapter 9. The importance of training brain–machine interface skills - p. 105 12. Chapter 10. How to build a brain–computer interface from beginning to end - p. 115 13. Section III: Applications - p. 143 14. Chapter 11. Harnessing neuroergonomics: integrating wearable neurotechnologies for enhanced human performance and experience - p. 145 15. Chapter 12. Passive brain–computer interfaces: tracking mental states for neuroadaptive technology - p. 161 16. Chapter 13. Improving decision capabilities through brain–computer interfaces - p. 177 17. Chapter 14. EEG-neurofeedback as a tool to improve athletic performance - p. 209 18. Chapter 15. How to use brain–computer interfaces for motor functional recovery following stroke - p. 221 19. Chapter 16. Restoring communication with speech brain–computer interfaces - p. 229 20. Section IV: Outlook - p. 243 21. Chapter 17. Responsible neural technology development: ethical issues and challenges - p. 245 22. Chapter 18. Perspectives on the regulatory landscape of brain–computer interfaces - p. 261 23. Chapter 19. Building neurotechnologies for everyday use: the story of Neurable - p. 267 24. Chapter 20. A roadmap for the next decades of neural interface development - p. 283 25. Index - p. 287
