Computing Second Derivatives in Feed-Forward Networks: a Review (1994)

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by Wray Buntine , Andreas S. Weigend
Venue:IEEE Transactions on Neural Networks
Citations:27 - 4 self

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1 Divide and Conquer: Pattern Recognition using Mixtures of Experts – Steve Waterhouse, Steve Waterhouse - 1997
12 Efficient Training of Feed-Forward Neural Networks – Martin Møller - 1997
125 Efficient BackProp – Yann Lecun, Leon Bottou, Genevieve B. Orr, Klaus-Robert Müller - 1998
70 Fast Exact Multiplication by the Hessian – Barak A. Pearlmutter - 1994
An Investigation of the Gradient Descent Process in Neural Networks – Barak A. Pearlmutter - 1996
19 An Anytime Approach To Connectionist Theory Refinement: Refining The Topologies Of Knowledge-Based Neural Networks – David William Opitz - 1995
Two Papers on Feed-Forward Networks – Wray L. Buntine, Andreas S. Weigend, Unct Js, Wray L. Bunting, Andreas S. Weigend - 1991
66 Constructive Algorithms for Structure Learning in Feedforward Neural Networks for Regression Problems – Tin-yau Kwok, Dit-Yan Yeung - 1997
32 Flat Minima – Sepp Hochreiter, Jürgen Schmidhuber - 1997
16 Discovering Problem Solutions with Low Kolmogorov Complexity and High Generalization Capability – Jürgen Schmidhuber - 1994
81 Nonlinear Gated Experts for Time Series: Discovering Regimes and Avoiding Overfitting – Andreas S. Weigend, Morgan Mangeas, Ashok N. Srivastava - 1995
29 Connectionist theory refinement: Genetically searching the space of network topologies – David W. Opitz, Jude W. Shavlik - 1997
50 Discovering Neural Nets With Low Kolmogorov Complexity And High Generalization Capability – Jürgen Schmidhuber - 1997
2 Neural Networks: A Pattern Recognition Perspective – Christopher M. Bishop - 1996
12 A generalized learning paradigm exploiting the structure of feedforward neural networks – R. Parisi, E. D. Di Claudio, G. Orl, B. D. Rao - 1996
17 Bayesian Regularisation and Pruning using a Laplace Prior – Peter M. Williams - 1994
3 Flat Minimum Search Finds Simple Nets – Sepp Hochreiter, Jürgen Schmidhuber - 1994
11 An Efficient MDL-Based Construction of RBF Networks – Ales Leonardis, Horst Bischof, Horst Bischof - 1998
5 Perturbation response in feedforward networks – Ali A. Minai, Ronald, D. Williams - 1994