Zobrazeno 1 - 10
of 2 213
pro vyhledávání: '"Thomas, Brian"'
Autor:
Miller, Jesse A., Opher, Merav, Hatzaki, Maria, Papachristopoulou, Kyriakoula, Thomas, Brian C.
Publikováno v:
Geophysical Research Letters, volume 51, issue 17, id e2024GL110174 (7 September 2024)
Our solar system's path has recently been shown to potentially intersect dense interstellar clouds 2 and 7 million years ago: the Local Lynx of Cold Cloud and the edge of the Local Bubble. These clouds compressed the heliosphere, directly exposing Ea
Externí odkaz:
http://arxiv.org/abs/2409.06832
We summarize our exploratory investigation into whether Machine Learning (ML) techniques applied to publicly available professional text can substantially augment strategic planning for astronomy. We find that an approach based on Latent Dirichlet Al
Externí odkaz:
http://arxiv.org/abs/2407.02533
Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics
Autor:
Beneke, Grischa, Winkler, Thomas Brian, Raab, Klaus, Brems, Maarten A., Kammerbauer, Fabian, Gerhards, Pascal, Knobloch, Klaus, Mentink, Johan, Kläui, Mathias
Physical reservoir computing (RC) is a beyond von-Neumann computing paradigm that harnesses the dynamical properties of a complex physical system (reservoir) to process information efficiently in tasks such as pattern recognition. This hardware-cente
Externí odkaz:
http://arxiv.org/abs/2403.01877
Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics
Autor:
Grischa Beneke, Thomas Brian Winkler, Klaus Raab, Maarten A. Brems, Fabian Kammerbauer, Pascal Gerhards, Klaus Knobloch, Sachin Krishnia, Johan H. Mentink, Mathias Kläui
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-9 (2024)
Abstract Physical reservoir computing leverages the dynamical properties of complex physical systems to process information efficiently, significantly reducing training efforts and energy consumption. Magnetic skyrmions, topological spin textures, ar
Externí odkaz:
https://doaj.org/article/7957c923d0ce44caa5e289dbb0dc9047
Magnetic skyrmions are magnetic quasi-particles with enhanced stability and different manipulation mechanisms using external fields and currents making them promising candidates for future applications for instance in neuromorphic computing. Recently
Externí odkaz:
http://arxiv.org/abs/2303.16472