Data Classification using Neural Analytics

By Gisele L. Pappa, Alex A. Freitas, Alex Freitas

Book Overview

This book presents neural networks from a theoretical viewpoint with practical applications. Unlike other books, which focus on a single architecture or view neural networks primarily through a machine learning prism, this book provides a comprehensive view of neural networks from its roots in neuroscience to recent work on both connectivity theory and statistical classification theory. Additionally, it describes a variety of neural network architectures under a unifying theory, allowing readers to better comprehend the variety of neural network algorithms.

• Format: Hardcover
• Language: English
• ISBN: 1498718663
• ISBN13: 9781498718660
• Release Date: December 2023
• Publisher: CRC Press
• Length: 304 Pages