专栏名称: 机器学习研究会

机器学习研究会是北京大学大数据与机器学习创新中心旗下的学生组织，旨在构建一个机器学习从事者交流的平台。除了及时分享领域资讯外，协会还会举办各种业界巨头/学术神牛讲座、学术大牛沙龙分享会、real data 创新竞赛等活动。

【推荐】RNN最新研究进展综述

机器学习研究会 · 公众号 · AI · 2018-01-06 22:43

正文

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摘要

转自：爱可可-爱生活

论文《Recent Advances in Recurrent Neural Networks》摘要：

Recurrent neural networks (RNNs) are capable of learning features and long term dependencies from sequential and time-series data. The RNNs have a stack of non-linear units where at least one connection between units forms a directed cycle. A well-trained RNN can model any dynamical system; however, training RNNs is mostly plagued by issues in learning long-term dependencies. In this paper, we present a survey on RNNs and several new advances for newcomers and professionals in the field. The fundamentals and recent advances are explained and the research challenges are introduced.

链接：

https://arxiv.org/abs/1801.01078

原文链接：

https://m.weibo.cn/1402400261/4192691216378025

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