Bounds on the complexity of recurrent neural network implementations of finite state machines

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

A logical calculus of the ideas immanent in nervous activity

Warren S. McCulloch, Walter Pitts · Bulletin of Mathematical Biology · 1943 · 18K citations

Life Sciences, Neurobiology, Neuroscience +8

Introduction to automata theory, languages and computation

Mathematics and Computers in Simulation · 1981 · 10.9K citations

Computing, Computer Science, Mathematics +10

Finding Structure in Time

Jeffrey L. Elman · Cognitive Science · 1990 · 10.8K citations

Social Sciences, Computer Science, Psychology +16

Identification and control of dynamical systems using neural networks

Kumpati S. Narendra, K. Parthasarathy · IEEE Transactions on Neural Networks · 1990 · 8K citations

Computing, Computer Science, Artificial Intelligence +16