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List of works by Erkki Oja

A "nonnegative PCA" algorithm for independent component analysis

scientific article published in January 2004

A class of neural networks for independent component analysis

scientific article published in May 1997

A simplified neuron model as a principal component analyzer

scientific article

A theory for the acquisition and loss of neuron specificity in visual cortex ⬇️

scientific article published on June 29, 1979

Adaptive multiplicative updates for quadratic nonnegative matrix factorization

scientific article (publication date: June 2014)

BSS and ICA in neuroinformatics: from current practices to open challenges

scientific article

Blind separation of positive sources by globally convergent gradient search

scientific article

Clustering properties of hierarchical self-organizing maps

Distortion tolerant pattern recognition based on self-organizing feature extraction

scientific article

Efficient variant of algorithm FastICA for independent component analysis attaining the Cramér-Rao lower bound

scientific article published in September 2006

Exploratory analysis of climate data using source separation methods

scientific article published in March 2006

Independent Component Analysis for Identification of Artifacts in Magnetoencephalographic Recordings ⬇️

scientific article published in January 1998

Independent component analysis for artefact separation in astrophysical images

scientific article published in April 2003

Independent component analysis: algorithms and applications

scientific article

Learning the Information Divergence

scientific article published on July 2015

Linear and nonlinear projective nonnegative matrix factorization

scientific article published on 25 March 2010

NEURAL NETWORKS, PRINCIPAL COMPONENTS, AND SUBSPACES

scholarly article by Erkki Oja published January 1989 in International Journal of Neural Systems

Neural and statistical classifiers-taxonomy and two case studies

scientific article published in January 1997

On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix

article

Rival penalized competitive learning for clustering analysis, RBF net, and curve detection

scientific article

S-Map: A Network with a Simple Self-Organization Algorithm for Generative Topographic Mappings ⬇️

scientific article published in January 1998

The Evolving Tree--analysis and applications

scientific article published in May 2006

The fastICA algorithm revisited: convergence analysis

scientific article published in November 2006

Unified Development of Multiplicative Algorithms for Linear and Quadratic Nonnegative Matrix Factorization ⬇️

scientific article published on October 17, 2011

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