BriefGPT.xyz
Jul, 2016
循环记忆阵列结构
Recurrent Memory Array Structures
HTML
PDF
Kamil Rocki
TL;DR
本研究引入多内存单元增强标准LSTM架构，研究表明，Array-LSTM方法的随机变量能够提升字符级文本预测的性能，使Enwik8数据集表现达到1.402 BPC，并且能够建立起Enwik9和Enwik10数据集的神经网络基础结果分别为1.12 BPC和1.19 BPC。
Abstract
The following report introduces ideas augmenting standard Long Short Term Memory (
lstm
) architecture with multiple
memory cells
per hidden unit in order to improve its
→