Improving neural networks by preventing co-adaptation of feature detectors

Untitled

2001 • 98,485 citations

ImageNet: A large-scale hierarchical image database

2009 • 52,855 citations

Gradient-based learning applied to document recognition

1998 • 49,688 citations

Learning representations by back-propagating errors

1986 • 25,825 citations

Learning Multiple Layers of Features from Tiny Images

2009 • 23,956 citations

Reducing the Dimensionality of Data with Neural Networks

2006 • 18,756 citations

Untitled

1996 • 16,093 citations

Training Products of Experts by Minimizing Contrastive Divergence

2002 • 4,852 citations

Bayesian Learning for Neural Networks

1996 • 4,252 citations

Adaptive Mixtures of Local Experts

1991 • 4,228 citations

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition

2011 • 3,036 citations

Regularization of Neural Networks using DropConnect

2013 • 2,037 citations

Acoustic Modeling Using Deep Belief Networks

2011 • 1,722 citations

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

2010 • 1,043 citations

The Importance of Encoding Versus Training with Sparse Coding and Vector Quantization

2011 • 537 citations

High-dimensional signature compression for large-scale image classification

2011 • 257 citations

A mixability theory for the role of sex in evolution

2008 • 84 citations

Application of Pretrained Deep Neural Networks to Large Vocabulary Conversational Speech Recognition

2012 • 26 citations