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

ISBN: 3319910523

ISBN13: 9783319910529

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

(Part of the Springer Theses Series)

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Format: Hardcover

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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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