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| Theory and Fundamentals A FastICA Algorithm for Non-negative Independent Component Analysis Blind Source Separation by Adaptive Estimation of Score Function Difference Exploiting Spatiotemporal Information for Blind Atrial Activity Extraction in Atrial Arrhythmias Gaussianizing Transformations for ICA New Eigensystem-Based Method for Blind Source Separation Optimization Issues in Noisy Gaussian ICA Optimization Using Fourier Expansion over a Geodesic for Non-negative ICA The Minimum Support Criterion for Blind Signal Extraction: A Limiting Case of the Strengthened Young's Inequality Accurate, Fast and Stable Denoising Source Separation Algorithms An Overview of BSS Techniques Based on Order Statistics: Formulation and Implementation Issues Analytical Solution of the Blind Source Separation Problem Using Derivatives Approximate Joint Diagonalization Using a Natural Gradient Approach BSS, Classification and Pixel Demixing Blind Identification of Complex Under-Determined Mixtures. Blind Separation of Heavy-Tailed Signals Using Normarmzed Statistics Blind Source Separation of Linear Mixtures with Singular Matrices Closely Arranged Directional Microphone for Source Separation Estimating Functions for Blind Separation when Sources Have Variance-Dependencies Framework of Constrained Matrix Gradient Flows Identifiability, Subspace Selection and Noisy ICA Improving GRNNs in CAD Systems Fisher Information in Source Separation Problems Localization of P300 Sources in Schizophrenia Patients Using Constrained BSS On the Estimation of the Mixing Matrix for Underdetermined Blind Source Separation in an Arbitrary Number of Dimensions On the Minimum el-Norm Signal Recovery in Underdetermined Source Separation On the Strong Uniqueness of Highly Sparse Representations from Redundant Dictionaries …… Linear Mixture Models Convolutive Models Nonlinear ICA and BSS Speech Processing Applications Image Processing Applications Biomedical Applications Other Applications Invited Contributions Author Index |
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