Zobrazeno 1 - 10
of 631
pro vyhledávání: '"James P Crutchfield"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Recurrent neural networks are used to forecast time series in finance, climate, language, and from many other domains. Reservoir computers are a particularly easily trainable form of recurrent neural network. Recently, a “next-generation
Externí odkaz:
https://doaj.org/article/8566a6af65dd49d8a1f312001bb97d60
Autor:
Hansen, Thomas F
Publikováno v:
The Quarterly Review of Biology, 2003 Sep . 78(3), 359-360.
Externí odkaz:
https://www.jstor.org/stable/10.1086/380015
Akademický článek
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Autor:
Fabio Anza, James P. Crutchfield
Publikováno v:
Entropy, Vol 26, Iss 3, p 225 (2024)
Any given density matrix can be represented as an infinite number of ensembles of pure states. This leads to the natural question of how to uniquely select one out of the many, apparently equally-suitable, possibilities. Following Jaynes’ informati
Externí odkaz:
https://doaj.org/article/183747a4e4ea4af2acb7b886603427d2
Publikováno v:
Earth and Space Science, Vol 8, Iss 12, Pp n/a-n/a (2021)
Abstract We propose a new machine learning‐based method for nowcasting earthquakes to image the time‐dependent earthquake cycle. The result is a timeseries that may correspond to the process of stress accumulation and release. The timeseries are
Externí odkaz:
https://doaj.org/article/6e6c56cc1c2e4326984aa93081d41ccc
Autor:
Sarah E. Marzen, James P. Crutchfield
Publikováno v:
Entropy, Vol 24, Iss 11, p 1675 (2022)
Inferring models, predicting the future, and estimating the entropy rate of discrete-time, discrete-event processes is well-worn ground. However, a much broader class of discrete-event processes operates in continuous-time. Here, we provide new metho
Externí odkaz:
https://doaj.org/article/0061db294f8b4648b6bb8ed8675a20e1
Autor:
David P. Feldman, James P. Crutchfield
Publikováno v:
Entropy, Vol 24, Iss 9, p 1282 (2022)
We compare and contrast three different, but complementary views of “structure” and “pattern” in spatial processes. For definiteness and analytical clarity, we apply all three approaches to the simplest class of spatial processes: one-dimensi
Externí odkaz:
https://doaj.org/article/fc944dc1f4474fca91f59c90df3f076b
Autor:
Adam Rupe, James P. Crutchfield
Publikováno v:
Symmetry, Vol 14, Iss 8, p 1636 (2022)
We generalize the exact predictive regularity of symmetry groups to give an algebraic theory of patterns, building from a core principle of future equivalence. For topological patterns in fully-discrete one-dimensional systems, future equivalence uni
Externí odkaz:
https://doaj.org/article/98ea10800d964c419e268e00b45416d5
Autor:
Anderson, Lee G.
Publikováno v:
Marine Resource Economics; October 2015, Vol. 30 Issue: 4 p435-437, 3p
Autor:
Thomas F. Hansen
Publikováno v:
The Quarterly Review of Biology. 78:359-360