Application of FPGA to Real‐time Machine Learning: Hardware Reservoir Computers and Software Image Processing

by Piotr Antonik and Antonik

Book Overview

This book lies at the interface of machine learning - a subfield of computer science that develops algorithms for challenging tasks such as shape or image recognition, where traditional algorithms fail - and photonics - the physical science of light, which underlies many of the optical communications technologies used in our information society. It provides a thorough introduction to reservoir computing and field-programmable gate arrays (FPGAs).
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• Format: Hardcover
• Language: English
• ISBN: 3319910523
• ISBN13: 9783319910529
• Release Date: May 2018
• Publisher: Springer
• Length: 171 Pages
• Weight: 1.00 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"