Neural Computation, Neural Devices, and Neural Prosthesis

Neural Computation, Neural Devices, and Neural Prosthesis
Author: Zhi Yang
Publisher: Springer Science & Business Media
Total Pages: 395
Release: 2014-04-15
Genre: Medical
ISBN: 1461481511

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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 psychology—the 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.

Emerging Trends in Neuro Engineering and Neural Computation

Emerging Trends in Neuro Engineering and Neural Computation
Author: Asim Bhatti
Publisher: Springer
Total Pages: 267
Release: 2017-03-23
Genre: Technology & Engineering
ISBN: 9811039577

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This book focuses on neuro-engineering and neural computing, a multi-disciplinary field of research attracting considerable attention from engineers, neuroscientists, microbiologists and material scientists. It explores a range of topics concerning the design and development of innovative neural and brain interfacing technologies, as well as novel information acquisition and processing algorithms to make sense of the acquired data. The book also highlights emerging trends and advances regarding the applications of neuro-engineering in real-world scenarios, such as neural prostheses, diagnosis of neural degenerative diseases, deep brain stimulation, biosensors, real neural network-inspired artificial neural networks (ANNs) and the predictive modeling of information flows in neuronal networks. The book is broadly divided into three main sections including: current trends in technological developments, neural computation techniques to make sense of the neural behavioral data, and application of these technologies/techniques in the medical domain in the treatment of neural disorders.

Neural Prostheses for Restoration of Sensory and Motor Function

Neural Prostheses for Restoration of Sensory and Motor Function
Author: John K. Chapin
Publisher: CRC Press
Total Pages: 314
Release: 2000-09-27
Genre: Medical
ISBN: 1420039059

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The prospect of interfacing the nervous system with electronic devices to stimulate or record from neural tissue suggests numerous possibilities in the field of neuroprosthetics. While the creation of a "six million dollar man" may still be far into the future, neural prostheses are rapidly becoming viable theories for a broad range of patients wit

Implantable Neural Prostheses 1

Implantable Neural Prostheses 1
Author: David Zhou
Publisher: Springer Science & Business Media
Total Pages: 391
Release: 2009-06-10
Genre: Technology & Engineering
ISBN: 0387772618

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Significant progress has been made in the development of neural prostheses to restore human functions and improve the quality of human life. Biomedical engineers and neuroscientists around the world are working to improve design and performance of existing devices and to develop novel devices for artificial vision, artificial limbs, and brain–machine interfaces. This book, Implantable Neural Prostheses 1: Devices and Applications,ispart one of a two-book series and describes state-of-the-art advances in techniques associated with implantable neural prosthetic devices and their applications. Devices covered include sensory prosthetic devices, such as visual implants, cochlear implants, auditory midbrain implants, and spinal cord stimulators. Motor prosthetic devices, such as deep brain stimulators, Bion microstimu- tors, the brain control and sensing interface, and cardiac electro-stimulation devices are also included. Progress in magnetic stimulation that may offer a non-invasive approach to prosthetic devices is introduced. Regulatory approval of implantable medical devices in the United States and Europe is also discussed.

Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology

Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology
Author: Poramate Manoonpong
Publisher: Frontiers Media SA
Total Pages: 278
Release: 2018-10-11
Genre:
ISBN: 2889456056

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How can neural and morphological computations be effectively combined and realized in embodied closed-loop systems (e.g., robots) such that they can become more like living creatures in their level of performance? Understanding this will lead to new technologies and a variety of applications. To tackle this research question, here, we bring together experts from different fields (including Biology, Computational Neuroscience, Robotics, and Artificial Intelligence) to share their recent findings and ideas and to update our research community. This eBook collects 17 cutting edge research articles, covering neural and morphological computations as well as the transfer of results to real world applications, like prosthesis and orthosis control and neuromorphic hardware implementation.

Implantable Neural Prostheses 2

Implantable Neural Prostheses 2
Author: David Zhou
Publisher: Springer Science & Business Media
Total Pages: 371
Release: 2010-07-10
Genre: Technology & Engineering
ISBN: 0387981209

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Signi?cant progress has been made in the development of neural prostheses for restoration of human functions and improvement of the quality of life. Biomedical engineers and neuroscientists around the world are working to improve the design and performance of existing devices and to develop novel devices for arti?cial vision, arti?cial limbs, and brain-machine interfaces. This book, Implantable Neural Prostheses 2: Techniques and Engineering Approaches, is part two of a two-volume sequence that describes state-of-the-art advances in techniques associated with implantable neural prosthetic devices. The techniques covered include biocompatibility and biostability, hermetic packaging, electrochemical techniques for neural stimulation applications, novel electrode materials and testing, thin-?lm ?exible microelectrode arrays, in situ char- terization of microelectrode arrays, chip-size thin-?lm device encapsulation, microchip-embedded capacitors and microelectronics for recording, stimulation, and wireless telemetry. The design process in the development of medical devices is also discussed. Advances in biomedical engineering, microfabrication technology, and neu- science have led to improved medical-device designs and novel functions. However, many challenges remain. This book focuses on the engineering approaches, R&D advances, and technical challenges of medical implants from an engineering p- spective. We are grateful to leading researchers from academic institutes, national laboratories, as well as design engineers and professionals from the medical device industry who have contributed to the book. Part one of this series covers designs of implantable neural prosthetic devices and their clinical applications.

Handbook of Neural Engineering

Handbook of Neural Engineering
Author: Metin Akay
Publisher: John Wiley & Sons
Total Pages: 681
Release: 2007-01-09
Genre: Medical
ISBN: 0470068280

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An important new work establishing a foundation for future developments in neural engineering The Handbook of Neural Engineering provides theoretical foundations in computational neural science and engineering and current applications in wearable and implantable neural sensors/probes. Inside, leading experts from diverse disciplinary groups representing academia, industry, and private and government organizations present peer-reviewed contributions on the brain-computer interface, nano-neural engineering, neural prostheses, imaging the brain, neural signal processing, the brain, and neurons. The Handbook of Neural Engineering covers: Neural signal and image processing--the analysis and modeling of neural activity and EEG-related activities using the nonlinear and nonstationary analysis methods, including the chaos, fractal, and time-frequency and time-scale analysis methods--and how to measure functional, physiological, and metabolic activities in the human brain using current and emerging medical imaging technologies Neuro-nanotechnology, artificial implants, and neural prosthesis--the design of multi-electrode arrays to study how the neurons of human and animals encode stimuli, the evaluation of functional changes in neural networks after stroke and spinal cord injuries, and improvements in therapeutic applications using neural prostheses Neurorobotics and neural rehabilitation engineering--the recent developments in the areas of biorobotic system, biosonar head, limb kinematics, and robot-assisted activity to improve the treatment of elderly subjects at the hospital and home, as well as the interactions of the neuron chip, neural information processing, perception and neural dynamics, learning memory and behavior, biological neural networks, and neural control

Neural Engineering

Neural Engineering
Author: Bin He
Publisher: Springer Science & Business Media
Total Pages: 493
Release: 2007-12-31
Genre: Medical
ISBN: 0306486105

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Reviews and discussions of contemporary and relevant topics by leading investigators, essential for all those wishing to take advantage of the latest and greatest in this emerging field.

Neural Prosthetics

Neural Prosthetics
Author: Walter Glannon
Publisher: Oxford University Press
Total Pages: 208
Release: 2021-08-31
Genre: Medical
ISBN: 0192543636

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Neural prosthetics are systems or devices implanted in or connected to the brain that influence the input and output of information. They modulate, bypass, supplement, or replace regions of the brain and its connections to parts of the body that are damaged, dysfunctional, or lost, whether from congenital conditions, brain injury, limb loss, or neurodegenerative disease. Neural prosthetics can restore sensory, motor, and cognitive functions in people with these conditions and enable them to regain functional independence and improve their quality of life. This book explores the neuroscientific and philosophical implications of neural prosthetics. Neuroscientific discussion focuses on how neural prosthetics can restore brain and bodily functions to varying degrees, looking at auditory and visual prosthetics, deep brain and responsive neurostimulation, brain-computer interfaces, brain-to-brain interfaces, and memory prosthetics. Philosophical discussion then considers the degree to which people with these prosthetics can benefit from or be harmed by them. Finally, it explores how these devices and systems can lead to a better understanding of the brain-mind relation, mental causation, and agency. This is an essential volume for anyone invested in the current and future directions of neural prosthetics, including neuroscientists, neurologists, neurosurgeons, neural engineers, psychologists, and psychiatrists, as well as philosophers, bioethicists, and legal theorists.

Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology

Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology
Author:
Publisher:
Total Pages: 0
Release: 2018
Genre:
ISBN:

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How can neural and morphological computations be effectively combined and realized in embodied closed-loop systems (e.g., robots) such that they can become more like living creatures in their level of performance? Understanding this will lead to new technologies and a variety of applications. To tackle this research question, here, we bring together experts from different fields (including Biology, Computational Neuroscience, Robotics, and Artificial Intelligence) to share their recent findings and ideas and to update our research community. This eBook collects 17 cutting edge research articles, covering neural and morphological computations as well as the transfer of results to real world applications, like prosthesis and orthosis control and neuromorphic hardware implementation.