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pro vyhledávání: '"Manjunath, G. A."'
Autor:
Grigoryeva, Lyudmila, Hamzi, Boumediene, Kemeth, Felix P., Kevrekidis, Yannis, Manjunath, G, Ortega, Juan-Pablo, Steynberg, Matthys J.
Using short histories of observations from a dynamical system, a workflow for the post-training initialization of reservoir computing systems is described. This strategy is called cold-starting, and it is based on a map called the starting map, which
Externí odkaz:
http://arxiv.org/abs/2403.10325
Autor:
Manjunath, G, Ortega, Juan-Pablo
Reservoir computing systems are constructed using a driven dynamical system in which external inputs can alter the evolving states of a system. These paradigms are used in information processing, machine learning, and computation. A fundamental quest
Externí odkaz:
http://arxiv.org/abs/2209.07946
Autor:
Anguelov, Roumen, Manjunath, G, Phiri, Avulundiah E, Nyakudya, Trevor T, Bipath, Priyesh, Serem, June C, Hlophe, Yvette N
Inhibiting a signalling pathway concerns controlling the cellular processes of a cancer cell's viability, cell division, and death. Assay protocols created to see if the molecular structures of the drugs being tested have the desired inhibition quali
Externí odkaz:
http://arxiv.org/abs/2207.08449
Autor:
Aditi D. Apte, Shivakumar Shivamurthy, Manjunath G Avalappa, Nikhil Rangaswamy, Ashwini S. Shinde, Satish S. Kulkarni, Mukesh Kumar
Publikováno v:
Engineering Reports, Vol 6, Iss 8, Pp n/a-n/a (2024)
Abstract This research paper explores the performance of electrorheological fluids, widely known as smart fluids, which are popular because they experience immediate changes in their characteristics when applied to exterior magnetic or electric field
Externí odkaz:
https://doaj.org/article/efb27cbaf34f49ecbdca36e59dcb13d5
We demonstrate when and how an entire left-infinite orbit of an underlying dynamical system or observations from such left-infinite orbits can be uniquely represented by a pair of elements in a different space, a phenomenon which we call \textit{caus
Externí odkaz:
http://arxiv.org/abs/2105.10759
Autor:
Manjunath, G
Publikováno v:
Nonlinearity Volume 35 2022
The celebrated Takens' embedding theorem concerns embedding an attractor of a dynamical system in a Euclidean space of appropriate dimension through a generic delay-observation map. The embedding also establishes a topological conjugacy. In this pape
Externí odkaz:
http://arxiv.org/abs/2105.10766
Autor:
Manjunath, G
The search for universal laws that help establish a relationship between dynamics and computation is driven by recent expansionist initiatives in biologically inspired computing. A general setting to understand both such dynamics and computation is a
Externí odkaz:
http://arxiv.org/abs/2001.00766
Akademický článek
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Autor:
Manjunath, G, Ortega, Juan-Pablo
Publikováno v:
In Physica D: Nonlinear Phenomena July 2023 449