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Spike-Timing-Dependent Plasticity and Relevant Mutual Information Maximization

JOURNAL ARTICLE published 1 July 2003 in Neural Computation

Authors: Gal Chechik

https://doi.org/10.1162/089976603321891774 Actions

Part 6: Geometrical Structure of Boosting Algorithm

JOURNAL ARTICLE published November 2006 in New Generation Computing

Authors: Takafumi Kanamori | Takashi Takenouchi | Noboru Murata

https://doi.org/10.1007/s00354-006-0006-0 Actions

Bayesian Computation in Recurrent Neural Circuits

JOURNAL ARTICLE published 1 January 2004 in Neural Computation

Authors: Rajesh P. N. Rao

https://doi.org/10.1162/08997660460733976 Actions

Minimax Mutual Information Approach for Independent Component Analysis

JOURNAL ARTICLE published 1 June 2004 in Neural Computation

Authors: Deniz Erdogmus | Kenneth E. Hild | Yadunandana N. Rao | José C. Príncipe

https://doi.org/10.1162/089976604773717595 Actions

The EM Algorithm and Information Geometry in Neural Network Learning

JOURNAL ARTICLE published January 1995 in Neural Computation

Authors: Shun-ichi Amari

https://doi.org/10.1162/neco.1995.7.1.13 Actions

Information Geometry of Interspike Intervals in Spiking Neurons

JOURNAL ARTICLE published 1 December 2005 in Neural Computation

Authors: Kazushi Ikeda

https://doi.org/10.1162/089976605774320593 Actions

A Novel Parameter Estimation Method for Boltzmann Machines

JOURNAL ARTICLE published November 2015 in Neural Computation

Authors: Takashi Takenouchi

https://doi.org/10.1162/neco_a_00781 Actions

An Algorithm for the Detection of Faces on the Basis of Gabor Features and Information Maximization

JOURNAL ARTICLE published 1 June 2004 in Neural Computation

Authors: Hitoshi Imaoka | Kenji Okajima

https://doi.org/10.1162/089976604773717577 Actions

A functions localized neural network with branch gates

JOURNAL ARTICLE published December 2003 in Neural Networks

Authors: Qingyu Xiong | Kotaro Hirasawa | Jinglu Hu | Junichi Murata

https://doi.org/10.1016/s0893-6080(03)00211-9 Actions

Variable Selection for Nonparametric Learning with Power Series Kernels

JOURNAL ARTICLE published August 2019 in Neural Computation

Authors: Kota Matsui | Wataru Kumagai | Kenta Kanamori | Mitsuaki Nishikimi | Takafumi Kanamori

https://doi.org/10.1162/neco_a_01212 Actions

Information in Neural Networks

BOOK CHAPTER published December 2002 in Information Theoretic Neural Computation

https://doi.org/10.1142/9789812778598_0002 Actions

Online Adaptive Decision Trees

JOURNAL ARTICLE published 1 September 2004 in Neural Computation

Authors: Jayanta Basak

https://doi.org/10.1162/0899766041336396 Actions

Dynamic Analyses of Information Encoding in Neural Ensembles

JOURNAL ARTICLE published 1 February 2004 in Neural Computation

Authors: Riccardo Barbieri | Loren M. Frank | David P. Nguyen | Michael C. Quirk | Victor Solo | Matthew A. Wilson | Emery N. Brown

https://doi.org/10.1162/089976604322742038 Actions

An Extended Projection Neural Network for Constrained Optimization

JOURNAL ARTICLE published 1 April 2004 in Neural Computation

Authors: Youshen Xia

https://doi.org/10.1162/089976604322860730 Actions

Nonlinear Population Codes

JOURNAL ARTICLE published 1 June 2004 in Neural Computation

Authors: Maoz Shamir | Haim Sompolinsky

https://doi.org/10.1162/089976604773717559 Actions

Information Divergence

BOOK CHAPTER published 2022 in Minimum Divergence Methods in Statistical Machine Learning

Authors: Shinto Eguchi | Osamu Komori

https://doi.org/10.1007/978-4-431-56922-0_2 Actions

Spontaneous Learning for Data Distributions via Minimum Divergence

BOOK CHAPTER published 2017 in Computational Information Geometry

Authors: Shinto Eguchi | Akifumi Notsu | Osamu Komori

https://doi.org/10.1007/978-3-319-47058-0_4 Actions

The Information Geometry of Bregman Divergences and Some Applications in Multi-Expert Reasoning

JOURNAL ARTICLE published 1 December 2014 in Entropy

Authors: Martin Adamčík

https://doi.org/10.3390/e16126338 Actions

Orthogonality of Decision Boundaries in Complex-Valued Neural Networks

JOURNAL ARTICLE published 1 January 2004 in Neural Computation

Authors: Tohru Nitta

https://doi.org/10.1162/08997660460734001 Actions

The Shape of Neural Dependence

JOURNAL ARTICLE published 1 April 2004 in Neural Computation

Authors: Rick L. Jenison | Richard A. Reale

https://doi.org/10.1162/089976604322860659 Actions
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