GitHub

ml-research/rational_activations

Rational Activations are a novel learnable activation functions. Rationals encode activation functions as rational functions, trainable in an end-to-end fashion using backpropagation and can be ...
IEEE

CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

Abstract: The rise of graph-structured data such as social networks, regulatory networks, citation graphs, and functional brain networks, in combination with resounding success of deep learning in ...
IEEE

CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

Abstract: The rise of graph-structured data such as social networks, regulatory networks, citation graphs, and functional brain networks, in combination with resounding success of deep learning in ...