Real-Time Computation at the Edge of Chaos in Recurrent Neural Networks

JOURNAL ARTICLE published 1 July 2004 in Neural Computation

Authors: Nils Bertschinger | Thomas Natschläger

Recurrent Network with Large Representational Capacity

JOURNAL ARTICLE published 1 September 2004 in Neural Computation

Authors: Drazen Domijan

Trading Variance Reduction with Unbiasedness: The Regularized Subspace Information Criterion for Robust Model Selection in Kernel Regression

JOURNAL ARTICLE published 1 May 2004 in Neural Computation

Authors: Masashi Sugiyama | Motoaki Kawanabe | Klaus-Robert Müller

A Multiclass Classification Method Based on Decoding of Binary Classifiers

JOURNAL ARTICLE published July 2009 in Neural Computation

Authors: Takashi Takenouchi | Shin Ishii

Non-negative Matrix Factorization based on γ-divergence

PROCEEDINGS ARTICLE published July 2015 in 2015 International Joint Conference on Neural Networks (IJCNN)

Authors: Kohei Machida | Takashi Takenouchi

Neural Mechanisms for the Robust Representation of Junctions

JOURNAL ARTICLE published 1 May 2004 in Neural Computation

Authors: Thorsten Hansen | Heiko Neumann

Adaptive Hybrid Learning for Neural Networks

JOURNAL ARTICLE published 1 January 2004 in Neural Computation

Authors: Rob Smithies | Said Salhi | Nat Queen

Different Paradigms for Choosing Sequential Reweighting Algorithms

JOURNAL ARTICLE published 1 April 2004 in Neural Computation

Authors: Gilles Blanchard

Functional Bregman divergence

PROCEEDINGS ARTICLE published July 2008 in 2008 IEEE International Symposium on Information Theory

Authors: Bela A. Frigyik | Santosh Srivastava | Maya R. Gupta

Maintaining Consistency of Spatial Information in the Hippocampal Network: A Combinatorial Geometry Model

JOURNAL ARTICLE published June 2016 in Neural Computation

Authors: Y. Dabaghian

An Asymptotic Statistical Theory of Polynomial Kernel Methods

JOURNAL ARTICLE published 1 August 2004 in Neural Computation

Authors: Kazushi Ikeda

Robust Formulations for Training Multilayer Perceptrons

JOURNAL ARTICLE published 1 April 2004 in Neural Computation

Authors: Tommi Kärkkäinen | Erkki Heikkola

Jacobian Conditioning Analysis for Model Validation

JOURNAL ARTICLE published 1 February 2004 in Neural Computation

Authors: Isabelle Rivals | Léon Personnaz

Exact Solution for the Optimal Neuronal Layout Problem

JOURNAL ARTICLE published 1 October 2004 in Neural Computation

Authors: Dmitri B. Chklovskii

Computing and Stability in Cortical Networks

JOURNAL ARTICLE published 1 July 2004 in Neural Computation

Authors: Peter E. Latham | Sheila Nirenberg

Failure of Motor Learning for Large Initial Errors

JOURNAL ARTICLE published 1 September 2004 in Neural Computation

Authors: Terence D. Sanger

Disambiguating Visual Motion Through Contextual Feedback Modulation

JOURNAL ARTICLE published 1 October 2004 in Neural Computation

Authors: Pierre Bayerl | Heiko Neumann

On the Uniqueness of Loopy Belief Propagation Fixed Points

JOURNAL ARTICLE published 1 November 2004 in Neural Computation

Authors: Tom Heskes

Boosting with Noisy Data: Some Views from Statistical Theory

JOURNAL ARTICLE published 1 April 2004 in Neural Computation

Authors: Wenxin Jiang

$alpha$-Divergence Is Unique, Belonging to Both $f$-Divergence and Bregman Divergence Classes

JOURNAL ARTICLE published November 2009 in IEEE Transactions on Information Theory

Authors: Shun-Ichi Amari