Karhunen, Juha

name

• Karhunen, Juha

Authored works

• A comparison of two adaptive implementations of Pisarenko's harmonic retrieval method
• A fast method for optimal adaptive data compression
• Adaptive algorithms for estimating eigenvectors of correlation type matrices
• Adaptive frequency estimation by MUSIC method
• New methods for stochastic approximation of truncated Karhunen-Loève expansions
• Recursive estimation of eigenvectors of correlation matrices
• Recursive estimation of eigenvectors of correlation type matrices for signal processing applications
• Representation and separation of signals using nonlinear PCA type learning
• Simple gradient type algorithms for data-adaptive eigenvector estimation
• Sinusoidal frequency estimation by signal subspace approximation
• Some comments on the subspace methods of classification

Works contributed to

• A class of neural networks for independent component analysis
• Adaptation of a novelty filter system to a pattern subspace
• An analysis of convergence for a learning version of the subspace method
• Independent component analysis
• MATLAB-ohjelmiston laajennus tehospektrin estimointiin
• Multidimensional image analysis : special course in information science III, autumn 1989
• Nonlinear PCA : algorithms and applications
• On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix
• Proceedings

Works about Karhunen, Juha