Convolutional Neural Networks
Perfilado de sección
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Sesión: Redes Neuronales Convolutivas - Diego Garat
- Elements of Statical Learning, Hastie et al. (01)
- Pattern Recognition and Machine Learning, Bishop (06)
- Convolution, https://en.wikipedia.org/wiki/
Convolution , Ult.Acc.:3/10/16
- Convolution Matrix GIMP Help, https://docs.gimp.org/en/plug-
in-convmatrix.html , Ult.Acc.:3/10/16
- Generalization and Network Design Strategies, Le Cun (89)
- Gradient-based learning applied to document recognition, Le Cun et al. (98)
- ImageNet Classification with Deep Convolutional Neural Networks, Krizhevsky et al. (12)
- Going deeper with convolutions, Szegedy et al. (14)
- Deep Residual Learning for Image Recognition, He et al. (15)
- ImageNet Large Scale Visual Recognition Challenge, Russakovsky et al (15)
- Convolutional Neural Networks for Sentence Classification, Yoon Kim (14)
- A
Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional
Neural Networks for Sentence Classification, Zhang & Wallace (16)
- Natural Language Processing (Almost) from Scratch, Collobert et al. (11)
- Elements of Statical Learning, Hastie et al. (01)