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Keyword: Hardware Accelerators

Hardware Acceleration on Cloud Services: The use of Restricted Boltzmann Machines on Handwritten Digits Recognition

by Eleni Bougioukou, Nikolaos Toulgaridis, Maria Varsamou and Theodore Antonakopoulos

Advances in Science, Technology and Engineering Systems Journal, Volume 3, Issue 1, Page # 483–495, 2018; DOI: 10.25046/aj030159

Abstract:

Cloud computing allows users and enterprises to process their data in high performance servers, thus reducing the need for advanced hardware at the client side. Although local processing is viable in many cases, collecting data from multiple clients and processing them in a server gives the best possible performance in terms of processing rate. In…

A Survey of FPGA Robotics Applications in the Period 2010 – 2019

by Dimitris Ziouzios, Pavlos Kilintzis, Nikolaos Baras and Minas Dasygenis

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 3, Page # 385–408, 2021; DOI: 10.25046/aj060344

Abstract:

FPGAs constitute a flexible and increasingly popular controlling solution for robotic applications. Their core advantages regarding high computational performance and software-like flexibility make them suitable controller platforms for robots. These robotic applications include localization / navigation, image processing, industrial or even more complex procedures such as operating on medical or human assistant tasks. This paper…