Neural Networks Litterature

Literature for Studying Neural Networks

This page contains relevant literature for studying neural networks, and in particular, convulutional neural nertworks.

Web Sources

The stanford courses have some really good material:

• Main Page
• Introduction to CNNs for Visual Recognition
• Setup the Data
• Learning and Evaluation
• Convolutional Neural Networks
• Transfer Learning

Mathematical Approach

• Manifolds and Topology

Academic Papers

LeCun have written a great paper/tutorial on tricks of the trade

MFCCs

• Mel-Frequency Cepstral Coefficients