From chemical structure to quantitative polymer properties prediction through convolutional neural networks

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.5K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.4K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +16

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.2K citations

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Andrew Howard, Menglong Zhu, Bo Chen et al. · arXiv (Cornell University) · 2017 · 9.9K citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +12

SMILES, a chemical language and information system. 1. Introduction to methodology and encoding rules

David Weininger · Journal of Chemical Information and Computer Sciences · 1988 · 7.3K citations

Engineering, Media Standards, Bibliometrics +18