Erschienen: 10.01.2019 Abbildung von Antonik | Application of FPGA to Real-Time Machine Learning | 1. Auflage | 2019 | beck-shop.de

Antonik

Application of FPGA to Real-Time Machine Learning

Hardware Reservoir Computers and Software Image Processing

lieferbar ca. 10 Tage als Sonderdruck ohne Rückgaberecht

117,69 €

Preisangaben inkl. MwSt. Abhängig von der Lieferadresse kann die MwSt. an der Kasse variieren. Weitere Informationen

Fachbuch

Buch. Softcover

Softcover reprint of the original 1st ed. 2018. 2019

196 S.

In englischer Sprache

Springer International Publishing. ISBN 978-3-030-08164-5

Format (B x L): 15.5 x 23.5 cm

Gewicht: 306 g

Produktbeschreibung

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).
Recently, photonic implementations of reservoir computing (a machine learning algorithm based on artificial neural networks) have made a breakthrough in optical computing possible. In this book, the author pushes the performance of these systems significantly beyond what was achieved before. By interfacing a photonic reservoir computer with a high-speed electronic device (an FPGA), the author successfully interacts with the reservoir computer in real time, allowing him to considerably expand its capabilities and range of possible applications. Furthermore, the author draws on his expertise in machine learning and FPGA programming to make progress on a very different problem, namely the real-time image analysis of optical coherence tomography for atherosclerotic arteries.

Top-Produkte dieser Kategorie

Unsere Empfehlungen für Sie

Ihre zuletzt angesehenen Produkte

Autoren

  • Rezensionen

    Dieses Set enthält folgende Produkte:
      Auch in folgendem Set erhältlich:
      • nach oben

        Ihre Daten werden geladen ...