Zobrazeno 1 - 10
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pro vyhledávání: '"Frye, Charles"'
Autor:
Frye, Charles G., Simon, James, Wadia, Neha S., Ligeralde, Andrew, DeWeese, Michael R., Bouchard, Kristofer E.
Despite the fact that the loss functions of deep neural networks are highly non-convex, gradient-based optimization algorithms converge to approximately the same performance from many random initial points. One thread of work has focused on explainin
Externí odkaz:
http://arxiv.org/abs/2003.10397
Autor:
Frye, Charles G
Understanding of the behavior of algorithms for resolving the optimization problem (hereafter shortened to OP) of optimizing a differentiable loss function (OP1), is enhanced by knowledge of the critical points of that loss function, i.e. the points
Externí odkaz:
http://arxiv.org/abs/1906.05273
Numerically locating the critical points of non-convex surfaces is a long-standing problem central to many fields. Recently, the loss surfaces of deep neural networks have been explored to gain insight into outstanding questions in optimization, gene
Externí odkaz:
http://arxiv.org/abs/1901.10603
Akademický článek
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Autor:
Sayre, Roger G., Wright, Dawn J., Breyer, Sean P., Butler, Kevin A., Van Graafeiland, Keith, Costello, Mark J., Harris, Peter T., Goodin, Kathleen L., Guinotte, John M., Basher, Zeenatul, Kavanaugh, Maria T., Halpin, Patrick N., Monaco, Mark E., Cressie, Noel, Aniello, Peter, Frye, Charles E., Stephens, Drew
Publikováno v:
Oceanography, 2017 Mar 01. 30(1), 90-103.
Externí odkaz:
https://www.jstor.org/stable/24897845
Autor:
Frye, Charles G.1 (AUTHOR) cfrye59@gmail.com, Simon, James2 (AUTHOR) james.simon@berkeley.edu, Wadia, Neha S.3 (AUTHOR) neha.wadia@berkeley.edu, Ligeralde, Andrew3 (AUTHOR) ligeralde@berkeley.edu, DeWeese, Michael R.4 (AUTHOR) deweese@berkeley.edu, Bouchard, Kristofer E.5 (AUTHOR) kebouchard@lbl.gov
Publikováno v:
Neural Computation. Jun2021, Vol. 33 Issue 6, p1469-1497. 29p. 1 Diagram, 1 Chart, 4 Graphs.
Autor:
Barger, Zeke1 (AUTHOR) zeke@berkeley.edu, Frye, Charles G.1,2 (AUTHOR), Liu, Danqian3 (AUTHOR), Dan, Yang1,3 (AUTHOR), Bouchard, Kristofer E.1,2,4 (AUTHOR)
Publikováno v:
PLoS ONE. 12/13/2019, Vol. 14 Issue 12, p1-18. 18p.
Data set and corresponding analysis code (R-Markdown) for an investigation in which the delay progression used to assess degree of discounting in humans was varied.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d5ddbc25d64130566dbcecb691d1f14f
Autor:
Barger, Zeke, Frye, Charles
Mouse EEG/EMG recordings (sampling rate: 512 Hz) and sleep stage labels (epoch length: 2.5 sec)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::127b21eab2de7c218dc0bedc3e45a5d8
Autor:
Frye, Charles
Publikováno v:
Central States Archaeological Journal, 2001 Apr 01. 48(2), 72-73.
Externí odkaz:
https://www.jstor.org/stable/43142045