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Digital Signal Processing and Artificial Intelligence for Automatic Learning最新文献

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Reliability Ratio Weighted Bit Flipping– Sum Product Algorithm for Regular LDPC Codes 正则LDPC码的可靠性比加权位翻转和积算法
Digital Signal Processing and Artificial Intelligence for Automatic Learning Pub Date : 2022-06-01 DOI: 10.6025/dspaial/2022/1/1/28-36
Chakir Aqil, A. Ahaitouf, I. Akharraz
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引用次数: 0
A Parallel Version of the JADE Algorithm using GPUS 基于gpu的并行JADE算法
Digital Signal Processing and Artificial Intelligence for Automatic Learning Pub Date : 2022-06-01 DOI: 10.6025/dspaial/2022/1/1/1-10
A. Mexicano, J. C. Carmona, Nelva N. Almaza, Lilia Garcia, Ricardo D. Lopez
{"title":"A Parallel Version of the JADE Algorithm using GPUS","authors":"A. Mexicano, J. C. Carmona, Nelva N. Almaza, Lilia Garcia, Ricardo D. Lopez","doi":"10.6025/dspaial/2022/1/1/1-10","DOIUrl":"https://doi.org/10.6025/dspaial/2022/1/1/1-10","url":null,"abstract":": This work presents a parallel implementation of JADE: Adaptive Differential Evolution With Optional External Archive, using the Compute Unified Device Architecture (CUDA), in order to reduce the execution run-time of the algorithm. The algorithm was tested using the well-known function Sphere and the execution run time was compared against its sequential version. The results were measured in terms of “Speed-up” and they show that the execution run-time can be reduced significantly by the use of CUDA, this benefit can be observed better when working with large amounts of data. However, not necessarily the population with more data reaches the best performance.","PeriodicalId":202021,"journal":{"name":"Digital Signal Processing and Artificial Intelligence for Automatic Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134228091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
"An Approach Based on Time-Series and Neural Networks for Safety Railway Incident Prediction" 基于时间序列和神经网络的铁路安全事故预测方法
Digital Signal Processing and Artificial Intelligence for Automatic Learning Pub Date : 2022-06-01 DOI: 10.6025/dspaial/2022/1/1/11-27
Z. Ragala, A. Retbi, S. Bennani
{"title":"\"An Approach Based on Time-Series and Neural Networks for Safety Railway Incident Prediction\"","authors":"Z. Ragala, A. Retbi, S. Bennani","doi":"10.6025/dspaial/2022/1/1/11-27","DOIUrl":"https://doi.org/10.6025/dspaial/2022/1/1/11-27","url":null,"abstract":"","PeriodicalId":202021,"journal":{"name":"Digital Signal Processing and Artificial Intelligence for Automatic Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115171671","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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