Enhancing performance of restricted Boltzmann machines via log-sum regularization

Author:

Ji Nannan,Zhang Jiangshe,Zhang Chunxia,Yin Qingyan

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference64 articles.

1. A fast learning algorithm for deep belief nets;Hinton;Neur. Comput.,2006

2. Y. Bengio, P. Lamblin, D. Popovici, H. Larochelle, Greedy layer-wise training deep networks, in: Proceedings of Advances in Neural Information Processing Systems, 2007, pp. 153–160.

3. M. Ranzato, C. Poultney, S. Chopra, Y. LeCun, Efficient learning of sparse representations with an energy-based model, in: Proceedings of Advances in Neural Information Processing Systems, 2006, pp. 1137–1144.

4. H. Larochelle, D. Erhan, A. Courville, J. Bergstra, and Y. Bengio, An empirical evaluation of deep architectures on problems with many factors of variation, in: Proceedings of the 24th International Conference on Machine Learning, 2007, pp. 473–480.

5. Semantic hashing;Salakhutdinov;Int. J. Approx. Reason.,2009

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. AI meets physics: a comprehensive survey;Artificial Intelligence Review;2024-08-16

2. An Intrusion Detection Approach Based on Improved Deep Belief Network and LightGBM;2022 6th International Symposium on Computer Science and Intelligent Control (ISCSIC);2022-11

3. Improved graph-regularized deep belief network with sparse features learning for fault diagnosis;Neural Computing and Applications;2022-01-31

4. Joint pairwise graph embedded sparse deep belief network for fault diagnosis;Engineering Applications of Artificial Intelligence;2021-03

5. Multi-source Heterogeneous User Generated Contents-driven Interactive Estimation of Distribution Algorithms for Personalized Search;IEEE Transactions on Evolutionary Computation;2021

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