TY  - BOOK
AU  - Goodfellow, Ian
AU  - Bengio, Yoshua. Autor.
AU  - Courville, Aaron. Autor.
TI  - Deep Learning
SN  - 978-0-262-03561-3 (Pasta dura)
U1  - 006.31 G651d 2016 
PY  - 2016///
CY  - Estados Unidos de América
PB  - MIT Press
KW  - APRENDIZAJE AUTOMÁTICO
KW  - COMPUTADORAS Y TECNOLOGIAS DE LA INFORMACIÓN
KW  - ALGEBRA LINEAL
N1  - Incluye índice; Applied math and machine learning basics. -- Linear algebra. -- Probability and information theory. -- Numerical Computation. -- Machine learning basics. -- Deep netwoks: modern practices. -- Regularization for deep learning. -- Optimization for training deep models. -- Convolutional Networks. -- Sequuence modeling: recurrent and recursive nets. -- Practical methodology. -- Applications. -- Deep learning research. -- Lineal factor models. -- Autoencoders. -- Representation learning. -- Structured probabilistic models for deep learning. -- Monte carlo methods. -- Confronting the partition fuction. -- Aproximate interference. -- Deep Generative models
ER  -