Neural networks for the analysis of common mental disorders factors

C. Lopes, Teresa B Ludermir, M. D. Souto, A. Ludermir
{"title":"Neural networks for the analysis of common mental disorders factors","authors":"C. Lopes, Teresa B Ludermir, M. D. Souto, A. Ludermir","doi":"10.1109/SBRN.2002.1181448","DOIUrl":null,"url":null,"abstract":"The aim of this work is to analyse common mental disorders factors using a multilayer perceptron trained with simulated annealing algorithm. Simulated annealing is used for optimizing both the architecture and weights simultaneously, aiming the identification of the variables which have bigger probability to be related to the problem studied.","PeriodicalId":157186,"journal":{"name":"VII Brazilian Symposium on Neural Networks, 2002. SBRN 2002. Proceedings.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"VII Brazilian Symposium on Neural Networks, 2002. SBRN 2002. Proceedings.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SBRN.2002.1181448","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

The aim of this work is to analyse common mental disorders factors using a multilayer perceptron trained with simulated annealing algorithm. Simulated annealing is used for optimizing both the architecture and weights simultaneously, aiming the identification of the variables which have bigger probability to be related to the problem studied.
神经网络用于分析常见的精神障碍因素
这项工作的目的是利用模拟退火算法训练的多层感知器来分析常见的精神障碍因素。采用模拟退火方法同时优化结构和权值,旨在识别出与所研究问题有较大关联概率的变量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信