Technology Prospects for Data-Intensive Computing
Sign Up to like & getrecommendations! Published in 2023 at "Proceedings of the IEEE"
DOI: 10.1109/jproc.2022.3218057
Abstract: For many decades, progress in computing hardware has been closely associated with CMOS logic density, performance, and cost. As such, slowdown in 2-D scaling, frequency saturation in CPUs, and increased cost of design and chip… read more here.
Keywords: computing hardware; data intensive; technology; intensive computing ... See more keywords
Tropical Reservoir Computing Hardware
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2020.2966320
Abstract: In recent years Reservoir Computing has arisen as an emerging machine-learning technique that is highly suitable for time-series processing. Nevertheless, due to the high cost in terms of hardware resources, the implementation of these systems… read more here.
Keywords: tropical reservoir; reservoir; reservoir computing; computing hardware ... See more keywords
Materials challenges and opportunities for quantum computing hardware
Sign Up to like & getrecommendations! Published in 2021 at "Science"
DOI: 10.1126/science.abb2823
Abstract: Combatting noise on the platform The potential of quantum computers to solve problems that are intractable for classical computers has driven advances in hardware fabrication. In practice, the main challenge in realizing quantum computers is… read more here.
Keywords: image; materials challenges; quantum computing; hardware ... See more keywords
Rethinking computing hardware for robots
Sign Up to like & getrecommendations! Published in 2022 at "Science robotics"
DOI: 10.1126/scirobotics.abq3909
Abstract: Emerging computing hardware systems address the need of robotic AI for robust, fast, and efficient computation for a variety of tasks. read more here.
Keywords: computing hardware; rethinking computing; hardware robots;