Improving the learning speed in 2-layered LSTM network by estimating the configuration of hidden units and optimizing weights initialization

Debora Correa; Alexandre L. M Levada; Jose H Saito

doi:10.1007/978-3-540-87536-9_12

Improving the learning speed in 2-layered LSTM network by estimating the configuration of hidden units and optimizing weights initialization

Debora Correa, Alexandre L. M Levada, Jose H Saito

Mathematics and Statistics

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

8 Citations (Scopus)

Original language	English
Title of host publication	International Conference on Artificial Neural Networks
DOIs	https://doi.org/10.1007/978-3-540-87536-9_12
Publication status	Published - 2008

Access to Document

10.1007/978-3-540-87536-9_12

Cite this

@inproceedings{708ee6e2cba8404f9a8c401d179781fd,

title = "Improving the learning speed in 2-layered LSTM network by estimating the configuration of hidden units and optimizing weights initialization",

author = "Debora Correa and Levada, {Alexandre L. M} and Saito, {Jose H}",

year = "2008",

doi = "10.1007/978-3-540-87536-9_12",

language = "English",

booktitle = "International Conference on Artificial Neural Networks",

}

TY - GEN

T1 - Improving the learning speed in 2-layered LSTM network by estimating the configuration of hidden units and optimizing weights initialization

AU - Correa, Debora

AU - Levada, Alexandre L. M

AU - Saito, Jose H

PY - 2008

Y1 - 2008

U2 - 10.1007/978-3-540-87536-9_12

DO - 10.1007/978-3-540-87536-9_12

M3 - Conference paper

BT - International Conference on Artificial Neural Networks

ER -