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Brain-machine Interface Engineering

2007 Medical
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Release : 2007
Genre : Medical
Kind : eBook
Book Rating : 347/5 ( reviews)

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Book Synopsis Brain-machine Interface Engineering by : Justin Cort Sanchez

Download or read book Brain-machine Interface Engineering written by Justin Cort Sanchez. This book was released on 2007. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Brain-Machine Interaction provides a unique framework for understanding the motivation and techniques of applying signal processing methodologies to brain-machine interaction (BMI) design and experimentation. Each chapter begins with a historical perspective and motivating example illustrating the need for this approach in BMI design. Included in each chapter is a list of assumptions associated with each methodological choice and the impact on BMI performance. To validate and advance the state-of-the-art of BMI modeling design, model performance is discussed and how the proposed model represents the neural-to-motor mappings. Finally, the feasibility of building BMIs (technical and practical aspects) is developed in the context of digital computational hardware.

Brain-Machine Interface Engineering

2022-06-01 Technology & Engineering
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Release : 2022-06-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 211/5 ( reviews)

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Book Synopsis Brain-Machine Interface Engineering by : Justin Sanchez

Download or read book Brain-Machine Interface Engineering written by Justin Sanchez. This book was released on 2022-06-01. Available in PDF, EPUB and Kindle. Book excerpt: Neural interfaces are one of the most exciting emerging technologies to impact bioengineering and neuroscience because they enable an alternate communication channel linking directly the nervous system with man-made devices. This book reveals the essential engineering principles and signal processing tools for deriving control commands from bioelectric signals in large ensembles of neurons. The topics featured include analysis techniques for determining neural representation, modeling in motor systems, computing with neural spikes, and hardware implementation of neural interfaces. Beginning with an exploration of the historical developments that have led to the decoding of information from neural interfaces, this book compares the theory and performance of new neural engineering approaches for BMIs. Contents: Introduction to Neural Interfaces / Foundations of Neuronal Representations / Input-Outpur BMI Models / Regularization Techniques for BMI Models / Neural Decoding Using Generative BMI Models / Adaptive Algorithms for Point Processes / BMI Systems

Brain-Machine Interface Engineering

2007-12-01 Technology & Engineering
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Release : 2007-12-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 355/5 ( reviews)

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Book Synopsis Brain-Machine Interface Engineering by : Justin C. Sanchez

Download or read book Brain-Machine Interface Engineering written by Justin C. Sanchez. This book was released on 2007-12-01. Available in PDF, EPUB and Kindle. Book excerpt: Neural interfaces are one of the most exciting emerging technologies to impact bioengineering and neuroscience because they enable an alternate communication channel linking directly the nervous system with man-made devices. This book reveals the essential engineering principles and signal processing tools for deriving control commands from bioelectric signals in large ensembles of neurons. The topics featured include analysis techniques for determining neural representation, modeling in motor systems, computing with neural spikes, and hardware implementation of neural interfaces. Beginning with an exploration of the historical developments that have led to the decoding of information from neural interfaces, this book compares the theory and performance of new neural engineering approaches for BMIs. Contents: Introduction to Neural Interfaces / Foundations of Neuronal Representations / Input-Outpur BMI Models / Regularization Techniques for BMI Models / Neural Decoding Using Generative BMI Models / Adaptive Algorithms for Point Processes / BMI Systems

Brain-Computer Interfacing

2013-09-30 Computers
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Release : 2013-09-30
Genre : Computers
Kind : eBook
Book Rating : 418/5 ( reviews)

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Book Synopsis Brain-Computer Interfacing by : Rajesh P. N. Rao

Download or read book Brain-Computer Interfacing written by Rajesh P. N. Rao. This book was released on 2013-09-30. Available in PDF, EPUB and Kindle. Book excerpt: The idea of interfacing minds with machines has long captured the human imagination. Recent advances in neuroscience and engineering are making this a reality, opening the door to restoration and augmentation of human physical and mental capabilities. Medical applications such as cochlear implants for the deaf and neurally controlled prosthetic limbs for the paralyzed are becoming almost commonplace. Brain-computer interfaces (BCIs) are also increasingly being used in security, lie detection, alertness monitoring, telepresence, gaming, education, art, and human augmentation. This introduction to the field is designed as a textbook for upper-level undergraduate and first-year graduate courses in neural engineering or brain-computer interfacing for students from a wide range of disciplines. It can also be used for self-study and as a reference by neuroscientists, computer scientists, engineers, and medical practitioners. Key features include questions and exercises in each chapter and a supporting website.

Brain-Computer Interfaces

2012-01-24 Medical
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Release : 2012-01-24
Genre : Medical
Kind : eBook
Book Rating : 482/5 ( reviews)

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Book Synopsis Brain-Computer Interfaces by : Jonathan Wolpaw

Download or read book Brain-Computer Interfaces written by Jonathan Wolpaw. This book was released on 2012-01-24. Available in PDF, EPUB and Kindle. Book excerpt: A recognizable surge in the field of Brain Computer Interface (BCI) research and development has emerged in the past two decades. This book is intended to provide an introduction to and summary of essentially all major aspects of BCI research and development. Its goal is to be a comprehensive, balanced, and coordinated presentation of the field's key principles, current practice, and future prospects.

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