On the capabilities of multilayer perceptrons

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

Some Studies in Machine Learning Using the Game of Checkers

Arthur L. Samuel · IBM Journal of Research and Development · 1959 · 4.4K citations

Computing, Computer Science, Algorithms +11

A Learning Algorithm for Boltzmann Machines*

David H. Ackley, Geoffrey E. Hinton, Terrence J. Sejnowski · Cognitive Science · 1985 · 3.3K citations

Computing, Computer Science, Artificial Intelligence +16

Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences

Paul J. Werbos · Medical Entomology and Zoology · 1974 · 2.8K citations

Public Health, Behavioral Sciences, Psychology +14