Adaptive learning algorithms to incorporate additional functional constraints into neural networks

Optimal Brain Damage

Yann LeCun, John S. Denker, Sara A. Solla · 1989 · 2.6K citations

Pruning algorithms-a survey

Russell Reed · IEEE Transactions on Neural Networks · 1993 · 1.7K citations

Artificial Intelligence, Incremental Learning, Engineering +21

What Size Net Gives Valid Generalization?

Eric B. Baum, David Haussler · Neural Computation · 1989 · 1.6K citations

Neural Scaling Law, Engineering, Machine Learning +14

Threshold Autoregression, Limit Cycles and Cyclical Data

H. Tong, K. S. Lim · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1980 · 1.3K citations

Limit Cycle, Vibrations, Engineering +11

Regularization Algorithms for Learning That Are Equivalent to Multilayer Networks

Tomaso Poggio, Federico Girosi · Science · 1990 · 1K citations

Geometric Learning, Engineering, Machine Learning +23