
Zoneout
 Referenced in 5 articles
[sw36444]
 Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations. We propose zoneout, a novel method ... regularizing RNNs. At each timestep, zoneout stochastically forces some hidden units to maintain their previous ... perform an empirical investigation of various RNN regularizers, and find that zoneout gives significant performance...

LSTM
 Referenced in 28 articles
[sw03373]
 The human brain is a recurrent neural network...

CVX
 Referenced in 794 articles
[sw04594]
 CVX is a modeling system for constructing and...

Theano
 Referenced in 87 articles
[sw05894]
 Theano is a Python library that allows you...

LMI toolbox
 Referenced in 1449 articles
[sw06383]
 Linear Matrix Inequalities (LMIs) and LMI techniques have...

Penn Treebank
 Referenced in 102 articles
[sw08023]
 The Penn Treebank Project annotates naturallyoccuring text...

SPGL1
 Referenced in 188 articles
[sw08365]
 SPGL1: A solver for largescale sparse reconstruction...

MNIST
 Referenced in 234 articles
[sw12859]
 THE MNIST DATABASE of handwritten digits. The MNIST...

word2vec
 Referenced in 147 articles
[sw14978]
 This tool provides an efficient implementation of the...

NeNMF
 Referenced in 32 articles
[sw17586]
 NeNMF: An optimal gradient method for nonnegative...

ImageNet
 Referenced in 521 articles
[sw21105]
 ImageNet is an image dataset organized according to...

RMSprop
 Referenced in 43 articles
[sw22204]
 RMSprop: Divide the gradient by a running average...

Adam
 Referenced in 615 articles
[sw22205]
 Adam: A Method for Stochastic Optimization. We introduce...

UCF101
 Referenced in 10 articles
[sw31216]
 UCF101: A Dataset of 101 Human Actions Classes...

BinaryConnect
 Referenced in 20 articles
[sw35871]
 BinaryConnect: Training Deep Neural Networks with binary weights...

Clockwork RNN
 Referenced in 5 articles
[sw36448]
 A Clockwork RNN. Sequence prediction and classification are...

Evolino
 Referenced in 19 articles
[sw36450]
 Evolino: hybrid neuroevolution / optimal linear search for sequence...

DARPA TIMIT
 Referenced in 29 articles
[sw36451]
 The DARPA TIMIT AcousticPhonetic Continuous Speech Corpus...