Device and Computer Realizing Calculation of Reservoir Layer of Reservoir Computing

Device and Computer Realizing Calculation of Reservoir Layer of Reservoir Computing

A device includes an input unit, a nonlinear converter, and an output unit. The nonlinear converter and the output unit are connected via a connection path having a delay mechanism that realizes a feedback loop giving a delay to a signal. The delay mechanism includes a conversion mechanism that gene...

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Hauptverfasser: OKUMURA, Tadashi, TAI, Mitsuharu, ANDO, Masahiko, NAGATA, Sanato, KAMESHIRO, Norifumi
Format: Patent
Sprache:eng
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CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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creator OKUMURA, Tadashi
TAI, Mitsuharu
ANDO, Masahiko
NAGATA, Sanato
KAMESHIRO, Norifumi
description A device includes an input unit, a nonlinear converter, and an output unit. The nonlinear converter and the output unit are connected via a connection path having a delay mechanism that realizes a feedback loop giving a delay to a signal. The delay mechanism includes a conversion mechanism that generates a plurality of signals with different delay times using the signal output from the nonlinear converter, generates a new signal by superimposing the plurality of signals, and outputs the generated signal to the output unit.
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
title Device and Computer Realizing Calculation of Reservoir Layer of Reservoir Computing
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