Neural Computation, Neural Devices, and Neural Prosthesis

This book assembles knowledge from different fields of neuroscience, computation, material and technology, circuits and system, clinical reports, and psychology. It provides a systematic approach that will guide future educational and research activities.

In the past decades, interdisciplinary investigations overlapping biology, medicine, information science, and engineering have formed a very exciting and active field that attracts scientists, medical doctors, and engineers with knowledge in different domains. A few examples of such investigations include neural prosthetic implants that aim to improve the quality of life for patients suffering from neurologic disease and injury; brain machine interfaces that sense, analyze, and translate electrical signals from the brain to build closed-loop, biofeedback systems; and fundamental studies of intelligence, cognitive functions, and psychological behaviors correlated to their neurological basis. Although this interdisciplinary area is still in its infancy, it can potentially create some of the most significant impact: treating diseases that are considered untreatable, interpretation and communication of neuron ensembles, or even a revolutionary perception and understanding of life different from philosophical or immaterial approaches. Fortunately, several academic societies recognize the value and impact of this growing field, firmly supporting related research. Such support will drive a booming future in the next twenty or thirty years.

Research in this area is frequently project-driven, and the generated knowledge has been scattered in different fields of neuroscience, computation, material and technology, circuits and system, clinical reports, and psychologythe scope considerably across the boundary of traditionally defined disciplines. Neural Computation, Neural Devices, and Neural Prosthesis is intended to assemble such knowledge, from there suggesting a systematic approach guiding future educational and research activities. The targeted audience includes both students and researchers.

Assembles a base of knowledge from different fields of neuroscience, computation, material and technology, circuits and system, clinical reports, and psychology

Provides a systematic approach guiding future educational and research activities

Explores an interdisciplinary area still in its infancy, but with the potential to create significant impact

Includes supplementary material: sn.pub/extras

Inhalt

1. Electromagnetic Effects of Wireless Transmission for Neural Implants.- 2. Energy-Efficient Digital Processing for Neural Action Potentials.- 3. Doppler Radar Noncontact Vital Sign Monitoring.- 4. From Auditory and Visual to Immersive Neurofeedback Application to Diagnosis of Alzheimer's Disease.- 5. Eyelid Reanimation Prototype for Facial Nerve Paralysis.- 6. Flexible Electrode for Implantable Neuroprosthetic Devices.- 7. Visual Prostheses.- 8. Near-Field Wireless Power and Data Transmission to Implantable Neuroprosthetic Devices.- 9. Neural Recording and Neural Stimulation Circuits and Systems.- 10. Neuron Chips.- 11. Analysis and Design of 3D Potentiostat for Deep Brain Implantable Devices.- 12. Computational Models and Hardware Implementations for Neuron-Machine Interactions.- 13. Analysis and Design of 3D Potentiostat for Deep Brain Implantable Devices.- 14. Advances in Learning Visual Saliency: From Image Primitives to Semantic Contents.