reading:reference_material
Please add links to reference materials, extra readings or other helpful resources related to the reading group discussion below.
Deep Learning
General links
- http://neuralnetworksanddeeplearning.com/: online tutorial
Chp 7: Regularization for deep learning
- Drop-out: A Simple Way to Prevent Neural Networks from Overfitting by Srivastava et al. (Demonstrates the regularization effect of drop-out )
- Transformation Invariance in Pattern Recognition: Tangent Distance and Propagation by Simard et al. (Details on the tangent distance and tangent prop algorithms)
reading/reference_material.txt · Last modified: 2017/09/14 02:56 by yang