Kalman Filtering And Neural Networks image

Kalman Filtering And Neural Networks (Hardcover)

by Simon Haykin

Total: TK. 20,412

Kalman Filtering And Neural Networks

1st Edition, 2001

Kalman Filtering And Neural Networks (Hardcover)

TK. 20,412

বইটি বিদেশি প্রকাশনী বা সাপ্লাইয়ারের নিকট থেকে সংগ্রহ করে আনতে আমাদের ৩০ থেকে ৪০ কর্মদিবস সময় লেগে যেতে পারে।

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Book Length

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301 Pages

Edition

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1st Edition

Publication

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Wiley-Interscience

ISBN

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9780471369981

কমিয়ে দেখুন
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নিশ্চিত ফ্রি শিপিং ৩১ মে, ৮৯৯+ টাকার অর্ডারে (BUYDAY কোড ব্যবহারে)

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বই হাতে পেয়ে মূল্য পরিশোধের সুযোগ

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৭ দিনের মধ্যে পরিবর্তনের সুযোগ

ফ্রাইডে বাই ডে অফার ৩১ মে ২০২৪ ডিটেইল image

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Product Specification & Summary

State-of-the-art coverage of Kalman filter methods for the design of neural networks This self-contained book consists of seven chapters by expert contributors that discuss Kalman filtering as applied to the training and use of neural networks. Although the traditional approach to the subject is almost always linear, this book recognizes and deals with the fact that real problems are most often nonlinear. The first chapter offers an introductory treatment of Kalman filters with an emphasis on basic Kalman filter theory, Rauch-Tung-Striebel smoother, and the extended Kalman filter. Other chapters cover: An algorithm for the training of feedforward and recurrent multilayered perceptrons, based on the decoupled extended Kalman filter (DEKF) Applications of the DEKF learning algorithm to the study of image sequences and the dynamic reconstruction of chaotic processes The dual estimation problem Stochastic nonlinear dynamics: the expectation-maximization (EM) algorithm and the extended Kalman smoothing (EKS) algorithm The unscented Kalman filter Each chapter, with the exception of the introduction, includes illustrative applications of the learning algorithms described here, some of which involve the use of simulated and real-life data. Kalman Filtering and Neural Networks serves as an expert resource for researchers in neural networks and nonlinear dynamical systems.
Title Kalman Filtering And Neural Networks
Author
Publisher
ISBN 9780471369981
Edition 1st Edition, 2001
Number of Pages 301
Country India
Language English

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Kalman Filtering And Neural Networks