BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Understanding the difficulty of training deep feedforward neural networks

Xavier Glorot, Yoshua Bengio · 2010 · 12.7K citations

Computing, Computer Science, Artificial Intelligence +13

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Kashif Rasul, Roland Vollgraf · arXiv (Cornell University) · 2017 · 6.1K citations · Full text

Computing, Computer Science, Data Science +10

Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

Matthieu Courbariaux, Itay Hubara, Daniel Soudry et al. · arXiv (Cornell University) · 2016 · 2.2K citations · Full text

Computing, Computer Engineering, Computer Science +16