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文件名称:Continuous-Time Recurrent Neural Networks
文件大小:151KB
文件格式:PDF
更新时间:2021-08-11 02:52:53
Recurrent Neural Networks
Abstract—This paper studies the approximation ability of con-
tinuous-time recurrent neural networksto dynamical time-variant
systems. It proves that any finite time trajectory of a given dynam-
ical time-variant system can be approximated by the internal state
of a continuous-time recurrent neural network. Given several spe-
cial forms of dynamical time-variant systems or trajectories, this
paper shows that they can all be approximately realized by the in-
ternal state of a simple recurrent neural network.