Simultaneous Multichannel Signal Transfers via Chaos in a Recurrent Neural Network

DOI10.1162/NECO_A_00715zbMath1414.92049OpenAlexW2139186179WikidataQ50748673 ScholiaQ50748673MaRDI QIDQ5380242

Shigetoshi Nara, Ken-Ichiro Soma, Ryota Mori, Ryuichi Sato, Noriyuki Furumai

Publication date: 4 June 2019

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/neco_a_00715

zbMATH Keywords

recurrent neural networkchaotic neural dynamicsmultichannel signal transfers

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Complex behavior and chaotic systems of ordinary differential equations (34C28)

Related Items (1)

Application of chaos in a recurrent neural network to control in ill-posed problems: a novel autonomous robot arm

Cites Work

• Dynamical responses of chaotic memory dynamics to weak input in a recurrent neural network model
• Dynamical cell assembly hypothesis -- Theoretical possibility of spatio-temporal coding in the cortex
• CHAOTIC MEMORY DYNAMICS IN A RECURRENT NEURAL NETWORK WITH CYCLE MEMORIES EMBEDDED BY PSEUDO-INVERSE METHOD
• A Solution for Two-Dimensional Mazes with Use of Chaotic Dynamics in a Recurrent Neural Network Model

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