Neural networks based approach for computing eigenvectors and eigenvalues of symmetric matrix

Principal components, minor components, and linear neural networks

Erkki Oja · Neural Networks · 1992 · 825 citations

Computing, Computer Science, Mathematics +11

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

Modified Hebbian learning for curve and surface fitting

Lei Xu, Erkki Oja, Ching Y. Suen · Neural Networks · 1992 · 255 citations

Computing, Computer Science, Machine Learning +5

Adaptive eigensubspace algorithms for direction or frequency estimation and tracking

Jar‐Ferr Yang, M. Kaveh · IEEE Transactions on Acoustics Speech and Signal Processing · 1988 · 253 citations

Computing, Computer Science, Algorithms +15

Convergence analysis of local feature extraction algorithms

Kurt Hornik, Chi-Bang Kuan · Neural Networks · 1992 · 104 citations · Full text

Computing, Computer Science, Machine Learning +8