Deep Self-Taught Learning for Handwritten Character Recognition

Visualizing Data using t-SNE

2008 • 34,476 citations

A Fast Learning Algorithm for Deep Belief Nets

2006 • 15,378 citations

Image analysis and mathematical morphology

1982 • 8,253 citations

Extracting and composing robust features with denoising autoencoders

2008 • 6,787 citations

A unified architecture for natural language processing

2008 • 5,201 citations

Learning Deep Architectures for AI

2009 • 5,200 citations

Greedy Layer-Wise Training of Deep Networks

2007 • 4,621 citations

Best practices for convolutional neural networks applied to visual document analysis

2005 • 2,593 citations

Image Analysis Using Mathematical Morphology

1987 • 2,583 citations

Why Does Unsupervised Pre-training Help Deep Learning?

2010 • 2,144 citations

Deep Boltzmann machines

2009 • 1,887 citations

Self-taught learning

2007 • 1,522 citations

Exploring Strategies for Training Deep Neural Networks

2009 • 1,108 citations

Efficient Learning of Sparse Representations with an Energy-Based Model

2007 • 1,055 citations

An empirical evaluation of deep architectures on problems with many factors of variation

2007 • 1,016 citations

Sparse deep belief net model for visual area V2

2007 • 912 citations

A Connection Between Score Matching and Denoising Autoencoders

2011 • 648 citations

Deep learning via semi-supervised embedding

2008 • 373 citations

Measuring Invariances in Deep Networks

2009 • 362 citations

Automatic recognition of handwritten numerical strings: a recognition and verification strategy

2002 • 228 citations

Learning internal representations

1995 • 215 citations

Estimating accurate multi-class probabilities with support vector machines

2006 • 42 citations

Supervised Learning of Fuzzy ARTMAP Neural Networks Through Particle Swarm Optimisation

2007 • 33 citations

Fast and Accurate Handwritten Character Recognition Using Approximate Nearest Neighbours Search on Large Databases

2000 • 16 citations