Machine Learning in Signal Processing

Machine Learning in Signal Processing
Author :
Publisher : CRC Press
Total Pages : 488
Release :
ISBN-10 : 9781000487817
ISBN-13 : 1000487814
Rating : 4/5 (17 Downloads)

Book Synopsis Machine Learning in Signal Processing by : Sudeep Tanwar

Download or read book Machine Learning in Signal Processing written by Sudeep Tanwar and published by CRC Press. This book was released on 2021-12-10 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning in Signal Processing: Applications, Challenges, and the Road Ahead offers a comprehensive approach toward research orientation for familiarizing signal processing (SP) concepts to machine learning (ML). ML, as the driving force of the wave of artificial intelligence (AI), provides powerful solutions to many real-world technical and scientific challenges. This book will present the most recent and exciting advances in signal processing for ML. The focus is on understanding the contributions of signal processing and ML, and its aim to solve some of the biggest challenges in AI and ML. FEATURES Focuses on addressing the missing connection between signal processing and ML Provides a one-stop guide reference for readers Oriented toward material and flow with regards to general introduction and technical aspects Comprehensively elaborates on the material with examples and diagrams This book is a complete resource designed exclusively for advanced undergraduate students, post-graduate students, research scholars, faculties, and academicians of computer science and engineering, computer science and applications, and electronics and telecommunication engineering.


Machine Learning in Signal Processing Related Books

Machine Learning in Signal Processing
Language: en
Pages: 488
Authors: Sudeep Tanwar
Categories: Technology & Engineering
Type: BOOK - Published: 2021-12-10 - Publisher: CRC Press

DOWNLOAD EBOOK

Machine Learning in Signal Processing: Applications, Challenges, and the Road Ahead offers a comprehensive approach toward research orientation for familiarizin
Signal Processing and Machine Learning with Applications
Language: en
Pages: 0
Authors: Michael M. Richter
Categories: Computers
Type: BOOK - Published: 2022-10-01 - Publisher: Springer

DOWNLOAD EBOOK

Signal processing captures, interprets, describes and manipulates physical phenomena. Mathematics, statistics, probability, and stochastic processes are among t
Machine Learning for Signal Processing
Language: en
Pages: 378
Authors: Max A. Little
Categories: Computers
Type: BOOK - Published: 2019 - Publisher: Oxford University Press, USA

DOWNLOAD EBOOK

Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the mos
Financial Signal Processing and Machine Learning
Language: en
Pages: 312
Authors: Ali N. Akansu
Categories: Technology & Engineering
Type: BOOK - Published: 2016-04-21 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

The modern financial industry has been required to deal with large and diverse portfolios in a variety of asset classes often with limited market data available
Signal Processing and Machine Learning for Biomedical Big Data
Language: en
Pages: 1235
Authors: Ervin Sejdic
Categories: Medical
Type: BOOK - Published: 2018-07-04 - Publisher: CRC Press

DOWNLOAD EBOOK

Within the healthcare domain, big data is defined as any ``high volume, high diversity biological, clinical, environmental, and lifestyle information collected