Dynamical complexity and computation in recurrent neural networks beyond their fixed point
Sign Up to like & getrecommendations! Published in 2018 at "Scientific Reports"
DOI: 10.1038/s41598-018-21624-2
Abstract: Spontaneous activity found in neural networks usually results in a reduction of computational performance. As a consequence, artificial neural networks are often operated at the edge of chaos, where the network is stable yet highly… read more here.
Keywords: neural networks; dynamical complexity; computation recurrent; complexity computation ... See more keywords
Scheduling Algorithms for 5G Networks and Beyond: Classification and Survey
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3174579
Abstract: Over the years, several research groups have been developing effective and efficient scheduling algorithms to enhance the quality of service of mobile communication networks. The arrival of the fifth generation of mobile networks (5G) has… read more here.
Keywords: networks beyond; scheduling algorithms; radio resource; beyond classification ... See more keywords
Ultrawideband Systems and Networks: Beyond C + L-Band
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the IEEE"
DOI: 10.1109/jproc.2022.3202103
Abstract: In the evolution of optical networks, spectral efficiency (SE) enhancement has been the most cost-efficient and thus the main driver for capacity increase for decades. As a result, the development of optical transport systems has… read more here.
Keywords: inline formula; networks beyond; systems networks; tex math ... See more keywords
Self-Organizing Networks for 5G and Beyond: A View from the Top
Sign Up to like & getrecommendations! Published in 2022 at "Future Internet"
DOI: 10.3390/fi14030095
Abstract: We describe self-organizing network (SON) concepts and architectures and their potential to play a central role in 5G deployment and next-generation networks. Our focus is on the basic SON use case applied to radio access… read more here.
Keywords: beyond view; networks beyond; son; self organizing ... See more keywords