no code implementations • 23 Oct 2015 • Leigh Robinson, Benjamin Graham
Deep convolutional neural networks have become the gold standard for image recognition tasks, demonstrating many current state-of-the-art results and even achieving near-human level performance on some tasks.
no code implementations • 9 Feb 2015 • Ben Graham, Jeremy Reizenstein, Leigh Robinson
Dropout networks are generally trained by minibatch gradient descent with a dropout mask turning off some of the units---a different pattern of dropout is applied to every sample in the minibatch.