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Theory of gating in recurrent neural networks
v1v2v3v4v5 (latest)

Theory of gating in recurrent neural networks

29 July 2020
K. Krishnamurthy
T. Can
D. Schwab
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Theory of gating in recurrent neural networks"

5 / 5 papers shown
Title
On the use of recurrent neural networks for predictions of turbulent
  flows
On the use of recurrent neural networks for predictions of turbulent flows
L. Guastoni
P. A. Srinivasan
Hossein Azizpour
P. Schlatter
Ricardo Vinuesa
AI4CE
36
12
0
04 Feb 2020
Backpropagation Algorithms and Reservoir Computing in Recurrent Neural
  Networks for the Forecasting of Complex Spatiotemporal Dynamics
Backpropagation Algorithms and Reservoir Computing in Recurrent Neural Networks for the Forecasting of Complex Spatiotemporal Dynamics
Pantelis R. Vlachas
Jaideep Pathak
Brian R. Hunt
T. Sapsis
M. Girvan
Edward Ott
Petros Koumoutsakos
AI4TS
61
395
0
09 Oct 2019
Reverse engineering recurrent networks for sentiment classification
  reveals line attractor dynamics
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics
Niru Maheswaranathan
Alex H. Williams
Matthew D. Golub
Surya Ganguli
David Sussillo
57
82
0
25 Jun 2019
How to Construct Deep Recurrent Neural Networks
How to Construct Deep Recurrent Neural Networks
Razvan Pascanu
Çağlar Gülçehre
Kyunghyun Cho
Yoshua Bengio
119
1,009
0
20 Dec 2013
Speech Recognition with Deep Recurrent Neural Networks
Speech Recognition with Deep Recurrent Neural Networks
Alex Graves
Abdel-rahman Mohamed
Geoffrey E. Hinton
228
8,523
0
22 Mar 2013
1