Application Of FPGA To Real‐Time Machine Learning - Hardware Reservoir Computers And Software Image Processing by Piotr Antonik

Download Book Application Of FPGA To Real‐Time Machine Learning - Hardware Reservoir Computers And Software Image Processing by Piotr Antonik [PDF/ePUB]

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.

How to download Application Of FPGA To Real‐Time Machine Learning - Hardware Reservoir Computers And Software Image Processing eBook online in the US, Canada, UK, Australia and other countries? If you want to fully download or read online Application Of FPGA To Real‐Time Machine Learning - Hardware Reservoir Computers And Software Image Processing a book by Piotr Antonik, you are in the right place. This website provides the opportunity to read books or download for free.

“If you want to know what a man's like, take a good look at how he treats his inferiors, not his equals.” ― J.K. Rowling

Do you read books like Application Of FPGA To Real‐Time Machine Learning - Hardware Reservoir Computers And Software Image Processing and other similar books? We like Application Of FPGA To Real‐Time Machine Learning - Hardware Reservoir Computers And Software Image Processing, and everybody loves them as well much more when they are totally free, right? You are in the best place to get your favourite books and download or read it with free of charge on our site.