• 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...
  • SPGL1

  • Referenced in 188 articles [sw08365]
  • SPGL1: A solver for large-scale 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 non-negative...
  • 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...
  • Evolino

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

  • Referenced in 29 articles [sw36451]
  • The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus...