TY  - BOOK
AU  - Goodfellow,Ian
AU  - Bengio,Yoshua
AU  - Courville,Aaron
TI  - Deep Learning
T2  - Adaptive computation and machine learning
SN  - 9780262035613
U1  - 006.3 21
PY  - 2016///
CY  - Cambridge, Massachusetts, London
PB  - The MIT Press
KW  - Deep learning
KW  - Algebra lineal
KW  - Machine learning
KW  - Redes de computadores
N1  - Incluye bibliografía e índice; Applied Math and machine learning basics -- Linear algebra -- Probability and information theory -- Numerical computation -- Mchine learning basics -- Deep networks: modern practices -- Deep feedforward networks -- Regularization for deep lerning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research: Linear factors models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Mote Carlo methods -- Confronting the partition Function -- Appoximate Inference -- Deep Generative models
N2  - Una introducción a una amplia gama de temas en el aprendizaje profundo, que cubre antecedentes matemáticos y conceptuales, técnicas de aprendizaje profundo utilizadas en la industria y perspectivas de investigación
ER  -