Maxout Networks

Gradient-based learning applied to document recognition

1998 • 49,688 citations

ImageNet classification with deep convolutional neural networks

2017 • 31,828 citations

Learning Multiple Layers of Features from Tiny Images

2009 • 23,956 citations

Untitled

1996 • 16,093 citations

Improving neural networks by preventing co-adaptation of feature detectors

2012 • 6,503 citations

Deep Sparse Rectifier Neural Networks

2011 • 5,467 citations

Reading Digits in Natural Images with Unsupervised Feature Learning

2011 • 4,465 citations

What is the best multi-stage architecture for object recognition?

2009 • 2,137 citations

Deep Boltzmann machines

2009 • 1,887 citations

Theano: new features and speed improvements

2012 • 1,115 citations

Practical Bayesian Optimization of Machine Learning Algorithms

2012 • 1,078 citations

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

2010 • 1,043 citations

Stochastic Pooling for Regularization of Deep Convolutional Neural Networks

2013 • 507 citations

Rank, Trace-Norm and Max-Norm

2005 • 354 citations

A model of multiplicative neural responses in parietal cortex.

1996 • 337 citations

Convolutional Neural Networks Applied to House Numbers Digit Classification

2012 • 304 citations

Improving Neural Networks with Dropout

2013 • 278 citations

The Manifold Tangent Classifier

2011 • 164 citations

Deep convex net: a scalable architecture for speech pattern classification

2011 • 150 citations

On the piecewise analysis of networks of linear threshold neurons

1998 • 129 citations

General Constructive Representations for Continuous Piecewise-Linear Functions

2004 • 40 citations

Learnable Pooling Regions for Image Classification

2013 • 23 citations

Joint Training Deep Boltzmann Machines for Classification

2013 • 15 citations