Emerging Trends in Neuro Engineering and Neural Computation PDF Download
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Author: Asim Bhatti
Publisher: Springer
ISBN: 9811039577
Category : Technology & Engineering
Languages : en
Pages : 267
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Book Description
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.
Author: Asim Bhatti
Publisher: Springer
ISBN: 9811039577
Category : Technology & Engineering
Languages : en
Pages : 267
Get Book Here
Book Description
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.
Author: Ke Chen
Publisher: Springer Science & Business Media
ISBN: 3540361219
Category : Computers
Languages : en
Pages : 510
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Book Description
Trends in Neural Computation includes twenty chapters contributed by leading experts or formed by extending well-selected papers presented in the 2005 International Conference on Natural Computation. The book reviews the latest progress in a range of different areas of neural computation, including theoretical neural computation, biologically plausible neural modeling, computational cognitive science, artificial neural networks – architectures and learning algorithms and their applications in real-world problems.
Author: Chris Eliasmith
Publisher: MIT Press
ISBN: 9780262550604
Category : Bioinformatics
Languages : en
Pages : 384
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Book Description
A synthesis of current approaches to adapting engineering tools to the study of neurobiological systems.
Author: Metin Akay
Publisher: John Wiley & Sons
ISBN: 0470068280
Category : Medical
Languages : en
Pages : 681
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Book Description
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
Author: Boris Kryzhanovsky
Publisher: Springer Nature
ISBN: 3030915816
Category : Technology & Engineering
Languages : en
Pages : 365
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Book Description
This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXIII International Conference on Neuroinformatics, held on October 18-22, 2021, Moscow, Russia.
Author: Stefan Wermter
Publisher: Springer
ISBN: 3540445978
Category : Computers
Languages : en
Pages : 587
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Book Description
It is generally understood that the present approachs to computing do not have the performance, flexibility, and reliability of biological information processing systems. Although there is a comprehensive body of knowledge regarding how information processing occurs in the brain and central nervous system this has had little impact on mainstream computing so far. This book presents a broad spectrum of current research into biologically inspired computational systems and thus contributes towards developing new computational approaches based on neuroscience. The 39 revised full papers by leading researchers were carefully selected and reviewed for inclusion in this anthology. Besides an introductory overview by the volume editors, the book offers topical parts on modular organization and robustness, timing and synchronization, and learning and memory storage.
Author: José Mira
Publisher:
ISBN:
Category :
Languages : en
Pages : 746
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Book Description
Author: Poramate Manoonpong
Publisher: Frontiers Media SA
ISBN: 2889456056
Category :
Languages : en
Pages : 278
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Book Description
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.
Author: Fernando Corinto
Publisher: Springer
ISBN: 9783319710471
Category : Technology & Engineering
Languages : en
Pages : 0
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Book Description
This book provides an essential overview of computational neuroscience. It addresses a broad range of aspects, from physiology to nonlinear dynamical approaches to understanding neural computation, and from the simulation of brain circuits to the development of engineering devices and platforms for neuromorphic computation. Written by leading experts in such diverse fields as neuroscience, physics, psychology, neural engineering, cognitive science and applied mathematics, the book reflects the remarkable advances that have been made in the field of computational neuroscience, an emerging discipline devoted to the study of brain functions in terms of the information-processing properties of the structures forming the nervous system. The contents build on the workshop “Nonlinear Dynamics in Computational Neuroscience: from Physics and Biology to ICT,” which was held in Torino, Italy in September 2015.
Author: Daniel J. DiLorenzo
Publisher: CRC Press
ISBN: 9780849381744
Category : Medical
Languages : en
Pages : 0
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Book Description
Based on a foundation of science and empirical observation, engineering research and design has brought science fiction into science fact. The convergence of neuroscience and technology is facilitating the development of therapies that not long ago would have seemed unimaginable, if not impossible. With contributions from pioneers in industry, academia, and clinical medicine, Neuroengineering provides an understanding of the history, physiology and the most promising engineering technologies. The book presents clinical applications of neuromodulation and a detailed review of the science and mechanisms of action underlying deep brain stimulation. Contributions include discussions of seizure control, clinical, surgical, and technological aspects of responsive neurostimulation, and a thorough review of spinal cord stimulation for pain control. The book highlights promising technologies and applications for neural augmentation, brain and computer interfaces, and motor protheses. It concludes with coverage of the science underlying current neurostimulation techniques and new paradigm-shifting neuromodulation technologies. We are on the cusp of a technological revolution that promises to have more of an impact on human health, disease, and quality of life than any other in recent history. Its impact on medicine and society promises to be as dramatic as that of the development of antibiotics. The transition of neural engineering from basic research to intense commercialization and widespread clinical application and acceptance is just around the corner. Providing in-depth coverage of cutting-edge developments in technology and clinical practice, the book presents detailed descriptions of technologies, science, and clinical results that build a foundation for the future.
