A Simple Derivation of a Bound on the Perceptron Margin Using Singular Value Decomposition
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[1] R. Fletcher. Practical Methods of Optimization , 1988 .
[2] Xiao-Jing Wang,et al. Internal Representation of Task Rules by Recurrent Dynamics: The Importance of the Diversity of Neural Responses , 2010, Front. Comput. Neurosci..
[3] Estimates of optimal storage conditions in neural network memories based on random matrix theory , 1992 .
[4] E. Gardner. The space of interactions in neural network models , 1988 .
[5] B. Forrest. Content-addressability and learning in neural networks , 1988 .
[6] Yoav Freund,et al. Large Margin Classification Using the Perceptron Algorithm , 1998, COLT.
[7] I. Guyon,et al. Information storage and retrieval in spin-glass like neural networks , 1985 .
[8] Thomas B. Kepler,et al. Optimal learning in neural network memories , 1989 .
[9] Kanter,et al. Associative recall of memory without errors. , 1987, Physical review. A, General physics.
[10] Przemyslaw Klesk,et al. Maximal Margin Estimation with Perceptron-Like Algorithm , 2008, ICAISC.
[11] Thomas B. Kepler,et al. Domains of attraction in neural networks , 1988 .
[12] M. Mézard,et al. Spin Glass Theory and Beyond , 1987 .
[13] F Gerl,et al. Storage capacity and optimal learning of Potts-model perceptrons by a cavity method* , 1994 .
[14] E. Gardner,et al. Optimal storage properties of neural network models , 1988 .
[15] André van Schaik,et al. Learning the pseudoinverse solution to network weights , 2012, Neural Networks.
[16] J. Nadal,et al. Optimal Information Storage and the Distribution of Synaptic Weights Perceptron versus Purkinje Cell , 2004, Neuron.
[17] Thomas B. Kepler,et al. Universality in the space of interactions for network models , 1989 .
[18] A. A. Mullin,et al. Principles of neurodynamics , 1962 .
[19] Walter Senn,et al. Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics , 2007, Neural Computation.
[20] W. Krauth,et al. Learning algorithms with optimal stability in neural networks , 1987 .
[21] Daniel J. Amit,et al. Spike-Driven Synaptic Dynamics Generating Working Memory States , 2003, Neural Computation.
[22] M. Lewenstein,et al. Optimal storage of invariant sets of patterns in neural network memories , 1991 .
[23] Albert B Novikoff,et al. ON CONVERGENCE PROOFS FOR PERCEPTRONS , 1963 .