An efficient, robust, and fast converging principal components extraction algorithm: SIPEX-G. - Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Oscar Fontenla-Romero; Luis Vielva (EUSIPCO, 2002)

Simultaneous extraction of Principal Components using givens rotations and output variances. - Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Jing Zhao; Kenneth E. Hild II (ICASSP, 2002)

Robust on-line Principal Component Analysis based on a fixed-point approach. - Yadunandana N. Rao; José C. Príncipe (ICASSP, 2002)

Efficient total least squares method for system modeling using minor component analysis. - Yadunandana N. Rao; José C. Príncipe (NNSP, 2002)

Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns. - Justin C. Sanchez; Sung-Phil Kim; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Johan Wessberg; Miguel A. L. Nicolelis (NNSP, 2002)

Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection. - Deniz Erdogmus; Yadunandana N. Rao; Kenneth E. Hild II; José C. Príncipe (EURASIP J. Adv. Signal Process., 2002)

Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm. - Yadunandana N. Rao; José C. Príncipe (J. VLSI Signal Process., 2002)

Recursive Least Squares for an Entropy Regularized MSE Cost Function. - Deniz Erdogmus; Yadunandana N. Rao; José Carlos Príncipe; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (ESANN, 2003)

On the convergence of SIPEX: a simultaneous principal components extraction algorithm. - Deniz Erdogmus; Yadunandana N. Rao; M. Can Ozturk; Luis Vielva; José C. Príncipe (ICASSP (2), 2003)

A hybrid subspace projection method for system identification. - Sung-Phil Kim; Yadunandana N. Rao; Deniz Erdogmus; José C. Príncipe (ICASSP (6), 2003)

Supervised synaptic weight adaptation for a spiking neuron. - Bryan A. Davis; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe (IJCNN, 2003)

Modeling the relation from motor cortical neuronal firing to hand movements using competitive linear filters and a MLP. - Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Miguel A. L. Nicolelis (IJCNN, 2003)

Error whitening criterion for linear filter estimation. - Yadunandana N. Rao; Deniz Erdogmus; José C. Príncipe (IJCNN, 2003)

SOM-based similarity index measure: quantifying interactions between multivariate structures. - Anant Hegde; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Jianbo Gao (NNSP, 2003)

Fast error whitening algorithms for system identification and control. - Yadunandana N. Rao; Deniz Erdogmus; Geetha Y. Rao; José C. Príncipe (NNSP, 2003)

Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. - Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; Yadunandana N. Rao; Johan Wessberg; José Carlos Príncipe; Miguel A. L. Nicolelis (Neural Networks, 2003)

Stochastic error whitening algorithm for linear filter estimation with noisy data. - Yadunandana N. Rao; Deniz Erdogmus; Geetha Y. Rao; José Carlos Príncipe (Neural Networks, 2003)

Gaussianizing Transformations for ICA. - Deniz Erdogmus; Yadunandana N. Rao; José Carlos Príncipe (ICA, 2004)

Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures. - Jian-Wu Xu; Deniz Erdogmus; Yadunandana N. Rao; José Carlos Príncipe (ICA, 2004)

Accurate linear parameter estimation in colored noise. - Yadunandana N. Rao; Deniz Erdogmus; José C. Príncipe (ICASSP (2), 2004)

Nonlinear independent component analysis by homomorphic transformation of the mixtures. - Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe (IJCNN, 2004)

Real-time PCA (principal component analysis) implementation on DSP. - Dongho Han; Yadunandana N. Rao; José C. Príncipe; Karl S. Gugel (IJCNN, 2004)

Vector-quantization by density matching in the minimum Kullback-Leibler divergence sense. - Anant Hegde; Deniz Erdogmus; Tue Lehn-Schiøler; Yadunandana N. Rao; José C. Príncipe (IJCNN, 2004)

Recursive Principal Components Analysis Using Eigenvector Matrix Perturbation. - Deniz Erdogmus; Yadunandana N. Rao; Hemanth Peddaneni; Anant Hegde; José C. Príncipe (EURASIP J. Adv. Signal Process., 2004)

Minimax Mutual Information Approach for Independent Component Analysis. - Deniz Erdogmus; Kenneth E. Hild II; Yadunandana N. Rao; José Carlos Príncipe (Neural Comput., 2004)

Fast RLS-Like Algorithm for Generalized Eigendecomposition and its Applications. - Yadunandana N. Rao; José C. Príncipe; Tan F. Wong (J. VLSI Signal Process., 2004)

Supervised training of adaptive systems with partially labeled data. - Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe (ICASSP (5), 2005)

Learning mappings in brain machine interfaces with echo state networks. - Yadunandana N. Rao; Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; José C. Príncipe; Jose M. Carmena; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis (ICASSP (5), 2005)

Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization. - Sung-Phil Kim; Yadunandana N. Rao; Deniz Erdogmus; Justin C. Sanchez; Miguel A. L. Nicolelis; José C. Príncipe (EURASIP J. Adv. Signal Process., 2005)

Fast error whitening algorithms for system identification and control with noisy data. - Yadunandana N. Rao; Deniz Erdogmus; Geetha Y. Rao; José C. Príncipe (Neurocomputing, 2005)

Error whitening criterion for adaptive filtering: theory and algorithms. - Yadunandana N. Rao; Deniz Erdogmus; José C. Príncipe (IEEE Trans. Signal Process., 2005)

Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing. - Deniz Erdogmus; Robert Jenssen; Yadunandana N. Rao; José C. Príncipe (J. VLSI Signal Process., 2006)

Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis. - Anant Hegde; José Carlos Príncipe; Deniz Erdogmus; Umut Ozertem; Yadunandana N. Rao; Hemanth Peddaneni (J. VLSI Signal Process., 2006)