Best practices for convolutional neural networks applied to object recognition in images

Evaluate the performance impact of optimization algorithms, activation functions, dropout, and maxout networks, in CNNs.

April 2014 · Anderson de Andrade

A comparison of neural network training methods for text classification

Benchmark of stochastic gradient descent and Nesterov’s accelerated gradient for text classification.

December 2013 · Anderson de Andrade