Robust algorithms for principal component analysis

Simplified neuron model as a principal component analyzer

Erkki Oja · Journal of Mathematical Biology · 1982 · 2.3K citations

Life Sciences, Neuroscience, Computational Neuroscience +12

Optimal unsupervised learning in a single-layer linear feedforward neural network

Terence D. Sanger · Neural Networks · 1989 · 1.5K citations

Computing, Computer Science, Machine Learning +7

Characterization and detection of noise in clustering

Rajesh N. Davé · Pattern Recognition Letters · 1991 · 753 citations

Computing, Computer Science, Data Science +10

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

Erkki Oja, Juha Karhunen · Journal of Mathematical Analysis and Applications · 1985 · 540 citations

Engineering, Mathematics, Probability Theory +10

Least mean square error reconstruction principle for self-organizing neural-nets

Lei Xu · Neural Networks · 1993 · 348 citations

Computing, Computer Science, Artificial Intelligence +7