Infinite-dimensional reservoir computing

Infinite-dimensional reservoir computing

Reservoir computing approximation and generalization bounds are proved for a new concept class of input/output systems that extends the so-called generalized Barron functionals to a dynamic context. This new class is characterized by the readouts with a certain integral representation built on infin...

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Bibliographic Details
Main Authors: Gonon, Lukas, Grigoryeva, Lyudmila, Ortega, Juan-Pablo
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2024
Subjects:
Mathematical Sciences
Recurrent neural network
Reservoir computing
Online Access:https://hdl.handle.net/10356/180739
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/180739

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