Self-Normalizing Neural Networks

NeurIPS 2017 Günter KlambauerThomas UnterthinerAndreas MayrSepp Hochreiter

Deep Learning has revolutionized vision via convolutional neural networks (CNNs) and natural language processing via recurrent neural networks (RNNs). However, success stories of Deep Learning with standard feed-forward neural networks (FNNs) are rare... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Drug Discovery Tox21 SNN AUC 0.845 # 5