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Academic Press Biosignal Processing and Classification Book

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Description

Expand your knowledge of biomedical engineering with Biosignal Processing and Classification Using Computational Learning and Intelligence. Published by Academic Press, this comprehensive text provides a technical approach to handling signals measured and monitored in living beings. It serves as a foundational resource for understanding how computational learning and intelligence can be applied to complex biological data. The book is structured into five distinct parts to guide the reader through the subject matter. It begins with a fundamental introduction to biosignals before moving into the technical methods used for processing. Readers will find detailed information regarding feature extraction and the methods used for feature selection and dimensionality reduction. This text is designed for professionals and students in the biomedical engineering field who require a deep understanding of the principles, algorithms, and applications used in modern biosignal analysis.

Key Features

Covers the fundamental principles of biosignals, defining them as all types of signals continuously measured and monitored in living beings.

Provides a structured learning path through five relevant parts covering theory and practical application.

Explains essential techniques for biosignal processing to assist in accurate data analysis.

Includes detailed methods for feature extraction to identify key patterns within biological signals.

Offers guidance on feature selection and dimensionality reduction for efficient computational learning.

Focuses on the use of computational intelligence and algorithms for advanced signal classification.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
01 October 2021
Listed Since
01 October 2019

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No barcode data available

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