Expanding Senses using Neurotechnology
Springer International Publishing AG
978-3-031-76080-8 (ISBN)
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The book traces the historical milestones of neurotechnology and discusses the latest advancements in brain signal processing and neurostimulation techniques. Readers will gain an understanding of how machine learning models enhance neurotechnology applications and how ethical considerations shape the future of this rapidly evolving field.
This book offers invaluable insights into the tools, techniques, and applications that are revolutionizing the way we understand and interact with the human brain. Join us on a journey through the past, present, and future of neurotechnology, and discover how this fascinating field is poised to transform healthcare, enhance human capabilities, and improve the quality of life for millions worldwide.
This book contains 120 questions and answers: Download the Springer Nature Flashcards App free of charge and use exclusive additional material to test your knowledge.
Ujwal Chaudhary, Ph.D. Dr. Chaudhary studied Bachelor of Technology in Biomedical Engineering; he was awarded the gold medal for scoring the highest rank. He graduated with Ph.D. in Biomedical Engineering from the Biomedical Engineering department at Florida International University, Miami, USA in 2013. He was awarded the “Outstanding doctoral degree graduate award” for his doctoral dissertation. After his graduation, he worked as a postdoctoral researcher/group leader at the University of Tubingen. He has been working towards the development of several kinds of brain-computer interface (BCI) namely, intracortical BCI (iBCI), electroencephalogram (EEG) /Electrooculogram (EOG), functional near-infrared spectroscopy (fNIRS), and transcranial direct current stimulation (tDCS) based BCIs to investigate and provide a means of communication to patients in locked-in state (LIS) and completely locked-in state (CLIS). He pushed the limit of BCIs; for the first time in history, the team enabled complete sentence formation by someone in CLIS using an iBCI.
Chapter 1. Introduction to Neurotechnology: History and Interdisciplinary Innovations.- Chapter 2. Non-Invasive Brain Signal Acquisition Techniques : Exploring EEG, EOG, fNIRS, fMRI, MEG, and fUS.- Chapter 3. Invasive Brain Signal Acquisition Techniques: SUA, MUA, LFP, ECoG in Neuroimaging and Recording.- Chapter 4. Preprocessing Techniques for Brain Signal Data: Noise Reduction and Artifact Removal Methods.- Chapter 5. Machine Learning with Brain Data: Feature Engineering and Analysis Methods.- Chapter 6. Neuromodulation in Neural Circuits: Neurotransmitters and Synaptic Plasticity.- Chapter 7. Invasive Brain Stimulation Techniques: DBS for Neurological and Psychiatric Disorders.- Chapter 8. Non-Invasive Brain Stimulation Techniques: TMS, tDCS, and tACS Methods.- Chapter 9. Brain Stimulation Theory and Techniques: Comparative Analysis and Applications.- Chapter 10. Neurofeedback Basics and Applications: Techniques, Benefits, and Ethical Considerations.- Chapter 11. Neurotechnology for Communication: ALS Patient Case Study and BCI Development.
| Erscheint lt. Verlag | 23.1.2025 |
|---|---|
| Zusatzinfo | 200 Illustrations, color; Approx. 500 p. 200 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie | |
| Naturwissenschaften ► Biologie ► Humanbiologie | |
| Naturwissenschaften ► Biologie ► Zoologie | |
| Technik ► Medizintechnik | |
| ISBN-10 | 3-031-76080-8 / 3031760808 |
| ISBN-13 | 978-3-031-76080-8 / 9783031760808 |
| Zustand | Neuware |
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