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Jan, 2019
三种精简版 LSTM (长短时记忆网络) 层的性能
Performance of Three Slim Variants of The Long Short-Term Memory (LSTM) Layer
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Daniel Kent, Fathi M. Salem
TL;DR
本研究使用计算分析验证了标准LSTM和三种SLIM LSTM层性能的比较，发现其中某些SLIM LSTM层可以在卷积加循环神经网络架构中与标准LSTM层的表现相当。
Abstract
The Long Short-Term Memory (LSTM) layer is an important advancement in the field of
neural networks
and machine learning, allowing for effective training and impressive inference performance. LSTM-based
neural networks<
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