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Routledge Pyramidal Neural Networks (Psychology Revivals)

Name: Pyramidal Neural Networks (Psychology Revivals)
Brand: Routledge
Price: 93.79 GBP
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The application of neural networks to image processing and vision tasks was very popular. Originally published in 1995, this book dealt also with images and neural networks, but with a different goal. The primary focus was not on the application of neural networks to images but on the transfer of knowledge between image processing/computer vision and neural networks. In order to cope with the complexity inherent in most vision tasks, divide-and-conquer techniques had to be applied that naturally led to hierarchical structures. It is very important to exploit the capabilities of hierarchies in a systematic way. The approach taken in this book was by considering the similarity between hierarchical neural networks and image pyramids. Throughout this book, all aspects of this similarity are considered, and various results are presented that demonstrate the advantage of this approach. The neural networks resulting from this study have many similarities to image pyramids and are therefore called pyramidal neural networks.

Product Specifications

Brand: Routledge
Format: hardcover
ASIN: 1041287836
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 01 May 2026
Listed Since: 25 November 2025

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