Approximation with neural networks activated by ramp sigmoids

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations

Computing, Computer Science, Mathematics +10

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

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The perceptron: A probabilistic model for information storage and organization in the brain.

Frank F. Rosenblatt · Psychological Review · 1958 · 11.7K citations

Life Sciences, Neuroscience, Cognitive Neuroscience +13

Multilayer feedforward networks are universal approximators

HornikK., StinchcombeM., WhiteH. · Neural Networks · 1989 · 9.4K citations

Computing, Computer Science, Mathematics +10

Neural networks: A comprehensive foundation

Ryszard Tadeusiewicz · Control Engineering Practice · 1995 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +13