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tanwar s machine learning signal processing app 2022

Type:: E-books
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Size:: 20.7 MB
Uploaded On:: Oct. 15, 2021, 11:40 a.m.
Added By:: andryold1
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Info Hash:: 1D44340DE56A170281A3A5839033FE4428480C85

Textbook in PDF format The signal processing (SP) landscape has been enriched by recent advances in artificial intelligence (AI) and machine learning (ML), yielding new tools for signal estimation, classification, prediction, and manipulation. Layered signal representations, nonlinear function approximation and nonlinear signal prediction are now feasible at very large scale in both dimensionality and data size. These are leading to significant performance gains in a variety of long-standing problem domains like speech and image analysis as well as providing the ability to construct new classes of nonlinear functions (e.g., fusion, nonlinear filtering). This book will help academics, researchers, developers, graduate and undergraduate students to comprehend complex SP data across a wide range of topical application areas such as social multimedia data collected from social media networks, medical imaging data, data from Covid tests, etc. This book focuses on AI utilization in the speech, image, communications and virtual reality domains

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Tanwar S. Machine Learning in Signal Processing. App...2022.pdf 20.7 MB

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tanwar s machine learning signal processing app 2022

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