Towards a mathematical framework to inform neural network modelling via polynomial regression

Author:

Morala PabloORCID,Cifuentes Jenny AlexandraORCID,Lillo Rosa E.,Ucar IñakiORCID

Funder

Ministerio de Economía, Industria y Competitividad, Gobierno de España

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference38 articles.

1. Peeking inside the black-box: A survey on explainable artificial intelligence (XAI);Adadi;IEEE Access,2018

2. Neural additive models: interpretable machine learning with neural nets;Agarwal,2020

3. Towards explainable deep neural networks (xDNN);Angelov;Neural Networks,2020

4. Explainable explainable artificial intelligence (XAI): concepts, taxonomies, opportunities and challenges toward responsible AI;Barredo Arrieta;Information Fusion,2020

5. Practical recommendations for gradient-based training of deep architectures;Bengio,2012

Cited by 20 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Neural lasso: a unifying approach of lasso and neural networks;International Journal of Data Science and Analytics;2024-05-03

2. Pseudo datasets explain artificial neural networks;International Journal of Data Science and Analytics;2024-04-10

3. An iterative approach for deriving and solving an accurate regression equation;Mathematical and Computer Modelling of Dynamical Systems;2024-03-03

4. nn2poly: Neural Network Weights Transformation into Polynomial Coefficients;CRAN: Contributed Packages;2024-01-24

5. Visibility estimation via near-infrared bispectral real-time imaging in bad weather;Infrared Physics & Technology;2024-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3