Using a model of human visual perception to improve deep learning

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 56.5K citations · Full text

Engineering, Machine Learning, Multilayer Neural Networks +17

Multi-column deep neural networks for image classification

Dan Cireşan, Ueli Meier, Jürgen Schmidhuber · 2012 · 3.7K citations

Convolutional Neural Network, Deep Neural Networks, Machine Vision +13

Pattern classification and scene analysis

Y.P. Chien · IEEE Transactions on Automatic Control · 1974 · 3.4K citations

Scene Analysis, Image Analysis, Machine Vision +8

Neural dynamics of form perception: Boundary completion, illusory figures, and neon color spreading.

Stephen Grossberg, Ennio Mingolla · Psychological Review · 1985 · 1.1K citations · Full text

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

Dan Claudiu Cireşan, Ueli Meier, Luca Maria Gambardella et al. · Neural Computation · 2010 · 1.1K citations · Full text