Machine learning for prediction with missing dynamics

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Advances in neural information processing systems 7

Computers & Mathematics with Applications · 1996 · 14.4K citations

Computing, Computer Science, Neuroscience +14

Transport, Collective Motion, and Brownian Motion

Hazime Mori · Progress of Theoretical Physics · 1965 · 4.6K citations

Engineering, Physics, Dynamical Systems +16

On the difficulty of training Recurrent Neural Networks

Razvan Pascanu, Tomáš Mikolov, Yoshua Bengio · arXiv (Cornell University) · 2012 · 3.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +8

Universal approximation bounds for superpositions of a sigmoidal function

Andrew R. Barron · IEEE Transactions on Information Theory · 1993 · 2.8K citations

Computing, Computer Science, Mathematics +13