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Jun, 2018
复杂门控递归神经网络
Gated Complex Recurrent Neural Networks
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Moritz Wolter, Angela Yao
TL;DR
该研究提出了一种新颖的复合门循环神经元,该循环神经元采用复数表示,并结合具有门控机制和保持范数的状态转换,表现出优异的稳定性和收敛性,在合成存储和加法任务以及人体运动预测等现实任务中表现出竞争力。
Abstract
complex numbers
have long been favoured for
digital signal processing
, yet complex representations rarely appear in
deep learning
architec
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