Application of FPGA to Real‐Time Machine Learning Hardware Reservoir Computers and Software Image Processing /

• Main Author: Antonik, Piotr (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Lasers.; Photonics.; Optical data processing.; Computational intelligence.; Artificial intelligence.; Optics, Lasers, Photonics, Optical Devices.; Image Processing and Computer Vision.; Computational Intelligence.; Artificial Intelligence.

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 communication...