Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks

Aaron Voelker, Ivana Kajić, Chris Eliasmith

Neural Information Processing Systems 

LSTMs are designed to help alleviate the issue of vanishing and exploding gradients commonly associatedwithtrainingRNNs[5].

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