Study on Improvement of Recall Accuracy by Improving Synchronization Using Hopfiled Network with Synchronization Network by CPG Network

In this paper, we proposed a solution to the problem of signal dyssynchronization originating from signal delay in a Hopfield network constructed using a spiking neuron model that can be built as an electronic circuit using only standard CMOS processes, by connecting a rhythm generation network We attempted to solve this problem by connecting a CPG model, which is a rhythm-generating network that exists in the spinal cord.

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Publication Details

Journal
IEEJ Transactions on Electronics Information and Systems
Published
2024-12-31
DOI
https://doi.org/10.1541/ieejeiss.145.45
Primary Topic
Network Time Synchronization Technologies
Type
article
Field-Weighted Citation Impact
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article

Study on Improvement of Recall Accuracy by Improving Synchronization Using Hopfiled Network with Synchronization Network by CPG Network

Yoshiki Sasaki
IEEJ Transactions on Electronics Information and Systems
Network Time Synchronization Technologies
article

Study on Improvement of Recall Accuracy by Improving Synchronization Using Hopfiled Network with Synchronization Network by CPG Network

Yoshiki Sasaki
article en

Abstract

In this paper, we proposed a solution to the problem of signal dyssynchronization originating from signal delay in a Hopfield network constructed using a spiking neuron model that can be built as an electronic circuit using only standard CMOS processes, by connecting a rhythm generation network We attempted to solve this problem by connecting a CPG model, which is a rhythm-generating network that exists in the spinal cord.

IEEJ Transactions on Electronics Information and SystemsVol. 145(1)
Nihon University (JP)
Affordable and clean energy
Openalex Percentile: Top 72%
Network Time Synchronization Technologies
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