Zobrazeno 1 - 10
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pro vyhledávání: '"Carroll, Thomas L"'
Publikováno v:
Chaos 1 April 2023; 33 (4): 043133
Reservoir computing, a recurrent neural network paradigm in which only the output layer is trained, has demonstrated remarkable performance on tasks such as prediction and control of nonlinear systems. Recently, it was demonstrated that adding time-s
Externí odkaz:
http://arxiv.org/abs/2211.17095
Autor:
Carroll, Thomas L.
Publikováno v:
Chaos Solitons and Fractals vol 164 (2022) 112688
While there have been many publications on potential applications of chaos to fields such as communications, radar, sonar, random signal generation, channel equalization and others, designing continuous chaotic systems is still an unsolved problem. T
Externí odkaz:
http://arxiv.org/abs/2210.06250
Autor:
Carroll, Thomas L., Hart, Joseph D.
A reservoir computer is a type of dynamical system arranged to do computation. Typically, a reservoir computer is constructed by connecting a large number of nonlinear nodes in a network that includes recurrent connections. In order to achieve accura
Externí odkaz:
http://arxiv.org/abs/2205.02267
Autor:
Chiluisa, Alex J., Pacheco, Nicholas E., Do, Hoang S., Tougas, Ryan M., Minch, Emily V., Mihaleva, Rositsa, Shen, Yao, Liu, Yuxiang, Carroll, Thomas L., Fichera, Loris
This letter reports the design, construction, and experimental validation of a novel hand-held robot for in-office laser surgery of the vocal folds. In-office endoscopic laser surgery is an emerging trend in Laryngology: It promises to deliver the sa
Externí odkaz:
http://arxiv.org/abs/2204.13165
Autor:
Carroll, Thomas L.
A reservoir computer is a way of using a high dimensional dynamical system for computation. One way to construct a reservoir computer is by connecting a set of nonlinear nodes into a network. Because the network creates feedback between nodes, the re
Externí odkaz:
http://arxiv.org/abs/2201.01605
Autor:
Lechien, Jerome R., Carroll, Thomas L., Nowak, Géraldine, Huet, Kathy, Harmegnies, Bernard, Lechien, Alain, Horoi, Mihaela, Dequanter, Didier, Bon, Serge D. Le, Saussez, Sven, Hans, Stéphane, Rodriguez, Alexandra
Publikováno v:
In Journal of Voice March 2024 38(2):479-486
Autor:
Carroll, Thomas L.
It has been demonstrated that cellular automata had the highest computational capacity at the edge of chaos, the parameter at which their behavior transitioned from ordered to chaotic. This same concept has been applied to reservoir computers; a numb
Externí odkaz:
http://arxiv.org/abs/2012.01409
Autor:
Carroll, Thomas L.
Reservoir computers are a type of neuromorphic computer that may be built a an analog system, potentially creating powerful computers that are small, light and consume little power. Typically a reservoir computer is build by connecting together a set
Externí odkaz:
http://arxiv.org/abs/2008.10633
Autor:
Leong, Paul, Vertigan, Anne E., Hew, Mark, Baxter, Malcolm, Phyland, Debra, Hull, James H., Carroll, Thomas L., Gibson, Peter G., McDonald, Vanessa M., Halvorsen, Thomas, Clemm, Hege Havstad, Vollsæter, Maria, Røksund, Ola Drange, Bardin, Philip G.
Publikováno v:
In The Journal of Allergy and Clinical Immunology October 2023 152(4):899-906