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Home > Medical > Medical General & Other > Handbook of Neural Engineering-eBook
Handbook of Neural Engineering
 
 
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Handbook of Neural Engineering
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


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Title of ebook: Handbook of Neural Engineering
ISBN: 9780470068281
Publisher: Wiley-IEEE Press
Internet download file size: 28360 kb
Pages: 662
Released online for download: 03-22-2007
Editor: Akay, Metin
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69-1

Chapter One

OPTIMAL SIGNAL PROCESSING FOR BRAIN-MACHINE INTERFACES Justin C. Sanchez and Jose C. Principe

1.1 INTRODUCTION

Several landmark experimental paradigms have shown the feasibility of using neuroprosthetic devices to restore motor function and control in individuals who are "locked in" or have lost the ability to control movement of their limbs. In these experiments, researchers seek to both rehabilitate and augment the performance of neural-motor systems using brain-machine interfaces (BMIs) that transfer the intent of the individual (as collected from the cortex) into control commands for prosthetic limbs and/or computers. Brain-machine interface research has been strongly motivated by the need to help the more than 2 million individuals in the United States suffering from a wide variety of neurological disorders that include spinal cord injury and diseases of the peripheral nervous system. While the symptoms and causes of these disabilities are diverse, one characteristic is common in many of these neurological condi ... read full excerpt from Handbook of Neural Engineering ebook



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