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Nonnegative matrix factorization with constrained second-order optimization

, и . Signal Processing, 87 (8): 1904--1916 (августа 2007)

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Felix Cichocki

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Andrzej Lingas

Andrzej Debski

Andrzej Piotrowski

 

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Improved FOCUSS Method With Conjugate Gradient Iterations., , , и . IEEE Trans. Signal Process., 57 (1): 399-404 (2009)A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations., , , и . Neural Comput., 20 (3): 636-643 (2008)Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis., , и . ICONIP (3), том 7665 из Lecture Notes in Computer Science, стр. 84-91. Springer, (2012)An analysis of the CCA approach for blind source separation and its adaptive realization., , и . ISCAS, IEEE, (2006)Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials., , , , , , и . MLSP, стр. 1-6. IEEE, (2012)Bayesian Robust Tensor Factorization for Incomplete Multiway Data., , , , и . IEEE Trans. Neural Networks Learn. Syst., 27 (4): 736-748 (2016)On-line Adaptive Algorithms for Blind Equalization of Multi-Channel Systems., , и . ICONIP (1), стр. 649-652. Springer, (1997)Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition., , и . IEEE Signal Process. Lett., 23 (7): 993-997 (2016)Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining., , , , , , и . IEEE Trans. Instrum. Meas., (2021)A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals., , , , , , и . IEEE Access, (2019)