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Intelligent Error Correction of College English Spoken Grammar Based on the GA-MLP-NN Algorithm

With the development of neural networks in deep learning, artificial intelligence machine learning has become the main focus of researchers. In College English grammar detection, oral grammar is the most error rate content. So, this paper optimizes MLP based on GA in the deep learning neural network...

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Detalles Bibliográficos
Autor principal: Du, Yining
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8716203/
https://www.ncbi.nlm.nih.gov/pubmed/34976043
http://dx.doi.org/10.1155/2021/7371416
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author Du, Yining
author_facet Du, Yining
author_sort Du, Yining
collection PubMed
description With the development of neural networks in deep learning, artificial intelligence machine learning has become the main focus of researchers. In College English grammar detection, oral grammar is the most error rate content. So, this paper optimizes MLP based on GA in the deep learning neural network and then studies the intelligent image correction of College English spoken grammar. The main direction is to discuss and analyze GA-MLP-NN algorithm technology first and then predict the error correction model of spoken language grammar by combining the optimized algorithm. The results show that GA-MLP-NN provides excellent accuracy for the prediction of the whole syntax error correction model. Then, the paper studies the deep learning technology to build an intelligent image error correction model of College English spoken grammar. The results show that the effect of intelligent correction of spoken grammar is very fast and accurate.
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spelling pubmed-87162032021-12-30 Intelligent Error Correction of College English Spoken Grammar Based on the GA-MLP-NN Algorithm Du, Yining Comput Intell Neurosci Research Article With the development of neural networks in deep learning, artificial intelligence machine learning has become the main focus of researchers. In College English grammar detection, oral grammar is the most error rate content. So, this paper optimizes MLP based on GA in the deep learning neural network and then studies the intelligent image correction of College English spoken grammar. The main direction is to discuss and analyze GA-MLP-NN algorithm technology first and then predict the error correction model of spoken language grammar by combining the optimized algorithm. The results show that GA-MLP-NN provides excellent accuracy for the prediction of the whole syntax error correction model. Then, the paper studies the deep learning technology to build an intelligent image error correction model of College English spoken grammar. The results show that the effect of intelligent correction of spoken grammar is very fast and accurate. Hindawi 2021-12-22 /pmc/articles/PMC8716203/ /pubmed/34976043 http://dx.doi.org/10.1155/2021/7371416 Text en Copyright © 2021 Yining Du. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Du, Yining
Intelligent Error Correction of College English Spoken Grammar Based on the GA-MLP-NN Algorithm
title Intelligent Error Correction of College English Spoken Grammar Based on the GA-MLP-NN Algorithm
title_full Intelligent Error Correction of College English Spoken Grammar Based on the GA-MLP-NN Algorithm
title_fullStr Intelligent Error Correction of College English Spoken Grammar Based on the GA-MLP-NN Algorithm
title_full_unstemmed Intelligent Error Correction of College English Spoken Grammar Based on the GA-MLP-NN Algorithm
title_short Intelligent Error Correction of College English Spoken Grammar Based on the GA-MLP-NN Algorithm
title_sort intelligent error correction of college english spoken grammar based on the ga-mlp-nn algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8716203/
https://www.ncbi.nlm.nih.gov/pubmed/34976043
http://dx.doi.org/10.1155/2021/7371416
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