A simple and effective method for removal of hidden units and weights

Phoneme recognition using time-delay neural networks

Alexander Waibel, Toshiyuki Hanazawa, Geoffrey E. Hinton et al. · IEEE Transactions on Acoustics Speech and Signal Processing · 1989 · 2.6K citations

Computing, Computer Science, Linguistics +15

Optimal Brain Damage

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

Computing, Computer Science, Information Theory +9

Analysis of hidden units in a layered network trained to classify sonar targets

Rebecca Gorman, Terrence J. Sejnowski · Neural Networks · 1988 · 1.1K citations

Engineering, Computer Science, Ocean Engineering +16

A simple procedure for pruning back-propagation trained neural networks

Ehud D. Karnin · IEEE Transactions on Neural Networks · 1990 · 671 citations

Computing, Computer Science, Machine Learning +13

Optimal Brain Surgeon and general network pruning

Babak Hassibi, David G. Stork, Gregory J. Wolff · IEEE International Conference on Neural Networks · 2002 · 604 citations

Computing, Computer Science, Neurological Surgery +10