Improving recognition and generalization capability of back-propagation NN using a self-organized network inspired by immune algorithm (SONIA)

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

Bayesian Interpolation

David Mackay · Neural Computation · 1992 · 4.4K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +11

ART 2: self-organization of stable category recognition codes for analog input patterns

Gail A. Carpenter, Stephen Grossberg · Applied Optics · 1987 · 1.4K citations

Computing, Computer Science, Artificial Intelligence +9

The ART of adaptive pattern recognition by a self-organizing neural network

Gail A. Carpenter, Stephen Grossberg · Computer · 1988 · 1.3K citations

Computing, Computer Science, Artificial Intelligence +16

Using additive noise in back-propagation training

Lasse Holmström, Petri Koistinen · IEEE Transactions on Neural Networks · 1992 · 354 citations

Computing, Computer Science, Electrical Engineering +16