BriefGPT.xyz
Jul, 2019
适用于训练递归神经网络的在线学习算法统一框架
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks
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Owen Marschall, Kyunghyun Cho, Cristina Savin
TL;DR
提出了一个关于递归神经网络在线训练的紧凑结构，其中根据多个标准对算法进行组织：过去与未来朝向，张量结构，随机与确定性，以及闭合形式与数值。测试在两个合成任务上的表现表明，表现根据标准聚集。
Abstract
We present a framework for compactly summarizing many recent results in efficient and/or biologically plausible
online training
of
recurrent neural networks
(RNN). The framework organizes algorithms according to
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