Advances in Neural Signal Processing

Advances in Neural Signal Processing
Title Advances in Neural Signal Processing PDF eBook
Author Ramana Vinjamuri
Publisher BoD – Books on Demand
Pages 144
Release 2020-09-09
Genre Medical
ISBN 1789841135

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Neural signal processing is a specialized area of signal processing aimed at extracting information or decoding intent from neural signals recorded from the central or peripheral nervous system. This has significant applications in the areas of neuroscience and neural engineering. These applications are famously known in the area of brain–machine interfaces. This book presents recent advances in this flourishing field of neural signal processing with demonstrative applications.

Advances in Neural Signal Processing

Advances in Neural Signal Processing
Title Advances in Neural Signal Processing PDF eBook
Author Ramana Vinjamuri
Publisher
Pages
Release 2020
Genre Neural networks (Computer science)
ISBN 9781839683961

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Advances in Neural Information Processing Systems 17

Advances in Neural Information Processing Systems 17
Title Advances in Neural Information Processing Systems 17 PDF eBook
Author Lawrence K. Saul
Publisher MIT Press
Pages 1710
Release 2005
Genre Computers
ISBN 9780262195348

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Papers presented at NIPS, the flagship meeting on neural computation, held in December 2004 in Vancouver.The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation. It draws a diverse group of attendees--physicists, neuroscientists, mathematicians, statisticians, and computer scientists. The presentations are interdisciplinary, with contributions in algorithms, learning theory, cognitive science, neuroscience, brain imaging, vision, speech and signal processing, reinforcement learning and control, emerging technologies, and applications. Only twenty-five percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. This volume contains the papers presented at the December, 2004 conference, held in Vancouver.

Signal Processing for Neuroscientists

Signal Processing for Neuroscientists
Title Signal Processing for Neuroscientists PDF eBook
Author Wim van Drongelen
Publisher Elsevier
Pages 319
Release 2006-12-18
Genre Science
ISBN 008046775X

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Signal Processing for Neuroscientists introduces analysis techniques primarily aimed at neuroscientists and biomedical engineering students with a reasonable but modest background in mathematics, physics, and computer programming. The focus of this text is on what can be considered the 'golden trio' in the signal processing field: averaging, Fourier analysis, and filtering. Techniques such as convolution, correlation, coherence, and wavelet analysis are considered in the context of time and frequency domain analysis. The whole spectrum of signal analysis is covered, ranging from data acquisition to data processing; and from the mathematical background of the analysis to the practical application of processing algorithms. Overall, the approach to the mathematics is informal with a focus on basic understanding of the methods and their interrelationships rather than detailed proofs or derivations. One of the principle goals is to provide the reader with the background required to understand the principles of commercially available analyses software, and to allow him/her to construct his/her own analysis tools in an environment such as MATLAB®. - Multiple color illustrations are integrated in the text - Includes an introduction to biomedical signals, noise characteristics, and recording techniques - Basics and background for more advanced topics can be found in extensive notes and appendices - A Companion Website hosts the MATLAB scripts and several data files: http://www.elsevierdirect.com/companion.jsp?ISBN=9780123708670

Advances in Neural Information Processing Systems 15

Advances in Neural Information Processing Systems 15
Title Advances in Neural Information Processing Systems 15 PDF eBook
Author Suzanna Becker
Publisher MIT Press
Pages 1738
Release 2003
Genre Computers
ISBN 9780262025508

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Proceedings of the 2002 Neural Information Processing Systems Conference.

Advances in Neural Information Processing Systems 10

Advances in Neural Information Processing Systems 10
Title Advances in Neural Information Processing Systems 10 PDF eBook
Author Michael I. Jordan
Publisher MIT Press
Pages 1114
Release 1998
Genre Computers
ISBN 9780262100762

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The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. These proceedings contain all of the papers that were presented.

Advances in Neural Information Processing Systems 11

Advances in Neural Information Processing Systems 11
Title Advances in Neural Information Processing Systems 11 PDF eBook
Author Michael S. Kearns
Publisher MIT Press
Pages 1122
Release 1999
Genre Computers
ISBN 9780262112451

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The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the world and is widely considered to be a showcase conference for new developments in network algorithms and architectures. The broad range of interdisciplinary research areas represented includes computer science, neuroscience, statistics, physics, cognitive science, and many branches of engineering, including signal processing and control theory. Only about 30 percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. These proceedings contain all of the papers that were presented.