Reservoir computing is an approach to make machine learning algorithms run faster. The word reservoir refers to a dynamical system. The reservoir consists of a bunch of recurrently connected units ...
A recent study published in Nature Materials examines a breakthrough approach in physical reservoir computing, also known as a neuromorphic or brain-inspired method and involves using a material’s ...
Traditional cloud computing faces various challenges when processing large amounts of data in real time. 'Edge' computing is a promising alternative and can benefit from devices known as physical ...
Balancing electronic and ionic charge carriers in polymer nanofilms significantly improves physical reservoir computing, a ...
Researchers have designed a tunable physical reservoir device based on the dielectric relaxation at an electrode-ionic liquid interface. Physical reservoir computing (PRC), which relies on the ...
TSUKUBA, Japan, Oct. 3, 2023 /PRNewswire/ -- Researchers from the Research Center for Materials Nanoarchitectonics (MANA) present the first experimental demonstration of a physical reservoir computing ...
In recent years, physical reservoir computing*1), one of the new information processing technologies, has attracted much attention. This is a physical implementation version of reservoir computing, ...
(a)Schematic diagram of a mixed physical node RC system based on LES, which builds mixed physical node by two signals of current and light intensity. (b)Schematic of the handwritten digit image and ...
In recent years, power consumption by machine learning technologies, represented by deep learning and generative artificial ...
(Nanowerk News) A group of Tohoku University researchers has developed a theoretical model for a high-performance spin wave reservoir computing (RC) that utilizes spintronics technology. The ...
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