Handbook Of Neural Network Signal Processing

Author : Yu Hen Hu,Jenq-Neng Hwang
Publisher : CRC Press
Page : 408 pages
File Size : 45,9 Mb
Release : 2018-10-03
Category : Technology & Engineering
ISBN : 9781420038613

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Handbook of Neural Network Signal Processing by Yu Hen Hu,Jenq-Neng Hwang Pdf

The use of neural networks is permeating every area of signal processing. They can provide powerful means for solving many problems, especially in nonlinear, real-time, adaptive, and blind signal processing. The Handbook of Neural Network Signal Processing brings together applications that were previously scattered among various publications to provide an up-to-date, detailed treatment of the subject from an engineering point of view. The authors cover basic principles, modeling, algorithms, architectures, implementation procedures, and well-designed simulation examples of audio, video, speech, communication, geophysical, sonar, radar, medical, and many other signals. The subject of neural networks and their application to signal processing is constantly improving. You need a handy reference that will inform you of current applications in this new area. The Handbook of Neural Network Signal Processing provides this much needed service for all engineers and scientists in the field.

Author : Shigeru Katagiri
Publisher : Artech House Publishers
Page : 560 pages
File Size : 46,5 Mb
Release : 2000
Category : Computers
ISBN : UOM:39015049972048

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Handbook of Neural Networks for Speech Processing by Shigeru Katagiri Pdf

Here are the comprehensive details on cutting edge technologies employing neural networks for speech recognition and speech processing in modern communications. Going far beyond the simple speech recognition technologies on the market today, this new book, written by and for speech and signal processing engineers in industry, R&D, and academia, takes you to the forefront of the hottest emergent neural net-based speech processing techniques.

Author : Fa-Long Luo,Rolf Unbehauen
Publisher : Cambridge University Press
Page : 388 pages
File Size : 52,8 Mb
Release : 1998
Category : Computers
ISBN : 0521644003

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Applied Neural Networks for Signal Processing by Fa-Long Luo,Rolf Unbehauen Pdf

A comprehensive introduction to the use of neural networks in signal processing.

Author : Alianna J. Maren,Craig T. Harston,Robert M. Pap
Publisher : Academic Press
Page : 470 pages
File Size : 54,5 Mb
Release : 2014-05-10
Category : Computers
ISBN : 9781483264844

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Handbook of Neural Computing Applications by Alianna J. Maren,Craig T. Harston,Robert M. Pap Pdf

Handbook of Neural Computing Applications is a collection of articles that deals with neural networks. Some papers review the biology of neural networks, their type and function (structure, dynamics, and learning) and compare a back-propagating perceptron with a Boltzmann machine, or a Hopfield network with a Brain-State-in-a-Box network. Other papers deal with specific neural network types, and also on selecting, configuring, and implementing neural networks. Other papers address specific applications including neurocontrol for the benefit of control engineers and for neural networks researchers. Other applications involve signal processing, spatio-temporal pattern recognition, medical diagnoses, fault diagnoses, robotics, business, data communications, data compression, and adaptive man-machine systems. One paper describes data compression and dimensionality reduction methods that have characteristics, such as high compression ratios to facilitate data storage, strong discrimination of novel data from baseline, rapid operation for software and hardware, as well as the ability to recognized loss of data during compression or reconstruction. The collection can prove helpful for programmers, computer engineers, computer technicians, and computer instructors dealing with many aspects of computers related to programming, hardware interface, networking, engineering or design.

Author : E Fiesler,R Beale
Publisher : CRC Press
Page : 1094 pages
File Size : 49,7 Mb
Release : 2020-01-15
Category : Computers
ISBN : 9781420050646

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Handbook of Neural Computation by E Fiesler,R Beale Pdf

The Handbook of Neural Computation is a practical, hands-on guide to the design and implementation of neural networks used by scientists and engineers to tackle difficult and/or time-consuming problems. The handbook bridges an information pathway between scientists and engineers in different disciplines who apply neural networks to similar probl

Author : Bart Kosko
Publisher : Unknown
Page : 424 pages
File Size : 51,7 Mb
Release : 1992
Category : Computers
ISBN : UOM:39015021992261

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Neural Networks for Signal Processing by Bart Kosko Pdf

Edited by a leading expert in neural networks, this collection of essays explores neural network applications in signal and image processing, function and estimation, robotics and control, associative memories, and electrical and optical neural networks. This reference will be of interest to scientists, engineers, and others working in the neural network field.

Author : Anthony Zaknich
Publisher : World Scientific
Page : 510 pages
File Size : 42,6 Mb
Release : 2003
Category : Technology & Engineering
ISBN : 9789812383051

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Neural Networks for Intelligent Signal Processing by Anthony Zaknich Pdf

This book provides a thorough theoretical and practical introduction to the application of neural networks to pattern recognition and intelligent signal processing. It has been tested on students, unfamiliar with neural networks, who were able to pick up enough details to successfully complete their masters or final year undergraduate projects. The text also presents a comprehensive treatment of a class of neural networks called common bandwidth spherical basis function NNs, including the probabilistic NN, the modified probabilistic NN and the general regression NN.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 42,8 Mb
Release : 2024-05-21
Category : Electronic
ISBN : 9789814486460

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Neural Networks for Intelligent Signal Processing by Anonim Pdf

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 49,6 Mb
Release : 2024-05-21
Category : Electronic
ISBN : OCLC:613579906

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Neural Networks for Signal Processing by Anonim Pdf

Author : Chi-hau Chen
Publisher : McGraw-Hill Companies
Page : 862 pages
File Size : 42,9 Mb
Release : 1996
Category : Computers
ISBN : UOM:39015037342592

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Fuzzy Logic and Neural Network Handbook by Chi-hau Chen Pdf

A practical reference that presents concise and comprehensive reports on the major activities in fuzzy logic and neural networks, with emphasis on the applications and systems of interest to computer engineers. Each of the 31 chapters focuses on the most important activity of a specific topic, and the chapters are organized into three parts: principles and algorithms; applications; and architectures and systems. The applications for fuzzy logic include home appliance design and manufacturing process; those for neural networks include radar, sonar, and speech signal processing, remote sensing, and electrical power systems. Annotation copyright by Book News, Inc., Portland, OR

Author : Metin Akay
Publisher : John Wiley & Sons
Page : 681 pages
File Size : 44,9 Mb
Release : 2007-01-09
Category : Medical
ISBN : 9780470068281

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Handbook of Neural Engineering by Metin Akay Pdf

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 : M. Norgaard
Publisher : Unknown
Page : 246 pages
File Size : 40,5 Mb
Release : 2003
Category : Electronic
ISBN : OCLC:876537456

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Neural Networks for Modelling and Control of Dynamic Systems by M. Norgaard Pdf

Author : Pijush Samui,Sanjiban Sekhar Roy,Valentina E. Balas
Publisher : Academic Press
Page : 658 pages
File Size : 52,8 Mb
Release : 2017-07-18
Category : Technology & Engineering
ISBN : 9780128113196

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Handbook of Neural Computation by Pijush Samui,Sanjiban Sekhar Roy,Valentina E. Balas Pdf

Handbook of Neural Computation explores neural computation applications, ranging from conventional fields of mechanical and civil engineering, to electronics, electrical engineering and computer science. This book covers the numerous applications of artificial and deep neural networks and their uses in learning machines, including image and speech recognition, natural language processing and risk analysis. Edited by renowned authorities in this field, this work is comprised of articles from reputable industry and academic scholars and experts from around the world. Each contributor presents a specific research issue with its recent and future trends. As the demand rises in the engineering and medical industries for neural networks and other machine learning methods to solve different types of operations, such as data prediction, classification of images, analysis of big data, and intelligent decision-making, this book provides readers with the latest, cutting-edge research in one comprehensive text. Features high-quality research articles on multivariate adaptive regression splines, the minimax probability machine, and more Discusses machine learning techniques, including classification, clustering, regression, web mining, information retrieval and natural language processing Covers supervised, unsupervised, reinforced, ensemble, and nature-inspired learning methods

Author : Anonim
Publisher : Unknown
Page : 672 pages
File Size : 41,6 Mb
Release : 1998
Category : Electronic
ISBN : OCLC:637867562

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Neural Networks for Signal Processing by Anonim Pdf

Author : Francis T. S. Yu,Suganda Jutamulia
Publisher : Unknown
Page : 0 pages
File Size : 43,7 Mb
Release : 2000
Category : Computers, Optical
ISBN : 1575241587

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Optical Signal Processing, Computing, and Neural Networks by Francis T. S. Yu,Suganda Jutamulia Pdf

This textbook offers an introductory survey examining information optics, linear and non-conventional processing, and numerical, symbolic and neural computing. It contains updated materials on optical signal processing, computing, and neural network areas.