Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Dropout.
error to 2.55%. Dropout in the lower layers still helps because it provides noisy inputs for the higher fully connected layers which prevents them from overfitting. Even more gains can be obtained by using Maxout units. 2.3. CIFAR Error rates on CIFAR-10 and CIFAR-100 The best Conv Net without