Robust timing and motor patterns by taming chaos in recurrent neural networks

Collective dynamics of ‘small-world’ networks

Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations

Engineering, Organization Studies, Sociology +14

Neural networks and physical systems with emergent collective computational abilities.

J. J. Hopfield · Proceedings of the National Academy of Sciences · 1982 · 19.3K citations

Medicine, Computer Systems, Neurobiology +17

Determining Lyapunov exponents from a time series

Alan Wolf, J. B. Swift, Harry L. Swinney et al. · Physica D Nonlinear Phenomena · 1985 · 9.4K citations · Full text

Natural Sciences, Physics, Dynamical Systems +13

Adaptive filter theory

Steven C. Rogers · Control Engineering Practice · 1996 · 9.3K citations

Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.5K citations

Computing, Computer Science, Machine Learning +9