Yadunandana N. Rao

33 papers B 7Misc 2Journal 12Unranked 12
YearRankTypeTitle / Venue / Authors
2006 J jnl
Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing.
J. VLSI Signal Process.
Deniz Erdogmus, Robert Jenssen, Yadunandana N. Rao, José C. Príncipe
2006 J jnl
Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis.
J. VLSI Signal Process.
Anant Hegde, José Carlos Príncipe, Deniz Erdogmus, Umut Ozertem, Yadunandana N. Rao, Hemanth Peddaneni
2005 J jnl
Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization.
EURASIP J. Adv. Signal Process.
Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, Justin C. Sanchez, Miguel A. L. Nicolelis, José C. Príncipe
2005 J jnl
Error whitening criterion for adaptive filtering: theory and algorithms.
IEEE Trans. Signal Process.
Yadunandana N. Rao, Deniz Erdogmus, José C. Príncipe
2005 J jnl
Fast error whitening algorithms for system identification and control with noisy data.
Neurocomputing
Yadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, José C. Príncipe
2005 — conf
Learning mappings in brain machine interfaces with echo state networks.
ICASSP (5)
Yadunandana N. Rao, Sung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, José C. Príncipe, Jose M. Carmena, Mikhail A. Lebedev, Miguel A. L. Nicolelis
2005 — conf
Supervised training of adaptive systems with partially labeled data.
ICASSP (5)
Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe
2004 — conf
Accurate linear parameter estimation in colored noise.
ICASSP (2)
Yadunandana N. Rao, Deniz Erdogmus, José C. Príncipe
2004 J jnl
Fast RLS-Like Algorithm for Generalized Eigendecomposition and its Applications.
J. VLSI Signal Process.
Yadunandana N. Rao, José C. Príncipe, Tan F. Wong
2004 — conf
Gaussianizing Transformations for ICA.
ICA
Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe
2004 — conf
Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures.
ICA
Jian-Wu Xu, Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe
2004 J jnl
Minimax Mutual Information Approach for Independent Component Analysis.
Neural Comput.
Deniz Erdogmus, Kenneth E. Hild II, Yadunandana N. Rao, José Carlos Príncipe
2004 B conf
Nonlinear independent component analysis by homomorphic transformation of the mixtures.
IJCNN
Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe
2004 B conf
Real-time PCA (principal component analysis) implementation on DSP.
IJCNN
Dongho Han, Yadunandana N. Rao, José C. Príncipe, Karl S. Gugel
2004 J jnl
Recursive Principal Components Analysis Using Eigenvector Matrix Perturbation.
EURASIP J. Adv. Signal Process.
Deniz Erdogmus, Yadunandana N. Rao, Hemanth Peddaneni, Anant Hegde, José C. Príncipe
2004 B conf
Vector-quantization by density matching in the minimum Kullback-Leibler divergence sense.
IJCNN
Anant Hegde, Deniz Erdogmus, Tue Lehn-Schiøler, Yadunandana N. Rao, José C. Príncipe
2003 — conf
A hybrid subspace projection method for system identification.
ICASSP (6)
Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, José C. Príncipe
2003 J jnl
Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models.
Neural Networks
Sung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, Yadunandana N. Rao, Johan Wessberg, José Carlos Príncipe, Miguel A. L. Nicolelis
2003 B conf
Error whitening criterion for linear filter estimation.
IJCNN
Yadunandana N. Rao, Deniz Erdogmus, José C. Príncipe
2003 — conf
Fast error whitening algorithms for system identification and control.
NNSP
Yadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, José C. Príncipe
2003 B conf
Modeling the relation from motor cortical neuronal firing to hand movements using competitive linear filters and a MLP.
IJCNN
Sung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Miguel A. L. Nicolelis
2003 — conf
On the convergence of SIPEX: a simultaneous principal components extraction algorithm.
ICASSP (2)
Deniz Erdogmus, Yadunandana N. Rao, M. Can Ozturk, Luis Vielva, José C. Príncipe
2003 B conf
Recursive Least Squares for an Entropy Regularized MSE Cost Function.
ESANN
Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
2003 — conf
SOM-based similarity index measure: quantifying interactions between multivariate structures.
NNSP
Anant Hegde, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Jianbo Gao
2003 J jnl
Stochastic error whitening algorithm for linear filter estimation with noisy data.
Neural Networks
Yadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, José Carlos Príncipe
2003 B conf
Supervised synaptic weight adaptation for a spiking neuron.
IJCNN
Bryan A. Davis, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe
2002 — conf
An efficient, robust, and fast converging principal components extraction algorithm: SIPEX-G.
EUSIPCO
Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Oscar Fontenla-Romero, Luis Vielva
2002 — conf
Efficient total least squares method for system modeling using minor component analysis.
NNSP
Yadunandana N. Rao, José C. Príncipe
2002 — conf
Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns.
NNSP
Justin C. Sanchez, Sung-Phil Kim, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Johan Wessberg, Miguel A. L. Nicolelis
2002 Misc conf
Robust on-line Principal Component Analysis based on a fixed-point approach.
ICASSP
Yadunandana N. Rao, José C. Príncipe
2002 J jnl
Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection.
EURASIP J. Adv. Signal Process.
Deniz Erdogmus, Yadunandana N. Rao, Kenneth E. Hild II, José C. Príncipe
2002 Misc conf
Simultaneous extraction of Principal Components using givens rotations and output variances.
ICASSP
Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Jing Zhao, Kenneth E. Hild II
2002 J jnl
Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm.
J. VLSI Signal Process.
Yadunandana N. Rao, José C. Príncipe