Second Order Derivatives for Network Pruning: Optimal Brain Surgeon (1993)

Cached

Download Links

by Babak Hassibi , David G. Stork , Stork Crc. Ricoh. Com
Venue:Advances in Neural Information Processing Systems 5
Citations:170 - 2 self

Documents Related by Co-Citation

419 Optimal Brain Damage – Yann Le Cun, John S. Denker, Sara A. Solla - 1990
399 A Practical Bayesian Framework for Backprop Networks – David J.C. MacKay - 1991
123 Skeletonization: A Technique for Trimming the Fat from a Network via Relevance Assessment – P Smolensky, M Mozer - 1989
4828 Neural Networks for Pattern Recognition – C Bishop - 1995
169 The Effective Number of Parameters: An Analysis of Generalization and Regularization in Nonlinear Learning Systems – John E. Moody - 1992
1160 Modeling by shortest data description – Jorma Rissanen - 1983
658 The cascade-correlation learning architecture – Scott E. Fahlman, Christian Lebiere - 1990
55 Comparing biases for minimal network construction with back-propagation – S J Hanson, L Y Pratt - 1989
172 The upstart algorithm: A method for constructing and training feedforward neural networks – M Frean - 1990
841 Approximation by superpositions of a sigmoidal function – G V Cybenko - 1989
203 An equivalence between sparse approximation and Support Vector Machines – Federico Girosi - 1997
8980 The Nature of Statistical Learning Theory – Vladimir N. Vapnik - 1995
40 Multiclass Least Squares Support Vector Machines – J.A.K. Suykens, J. Vandewalle - 1999
7 Exact calculation of the product of the Hessian matrix of feed-forward network error functions and a vector in O(N) time – M F M��ller - 1993
24 Second order properties of error surfaces – Y LeCun, I Kanter, S S Solla - 1991
10 Keeping neural networks simple – G E Hinton, D van Camp - 1993
49 Principles of risk minimization for ….learning ….theory – V N Vapnik - 1992
16 Discovering Problem Solutions with Low Kolmogorov Complexity and High Generalization Capability – Jürgen Schmidhuber - 1994
121 Simplifying neural networks by soft weight-sharing – S J Nowlan, G E Hinton - 1992