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

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)

Vector quantization using information theoretic concepts. - Tue Lehn-Schiøler; Anant Hegde; Deniz Erdogmus; José Carlos Príncipe (Nat. Comput., 2005)

Quantifying spatio-temporal dependencies in epileptic ECOG. - Anant Hegde; Deniz Erdogmus; Deng-Shan Shiau; José Carlos Príncipe; J. Chris Sackellares (Signal Process., 2005)

On Spatio-Temporal Dependency Changes in Epileptic Intracranial EEG: A Statistical Assessment. - Anant Hegde; José C. Príncipe (EMBC (Supplement), 2006)

Correntropy as a Novel Measure for Nonlinearity Tests. - Aysegul Gunduz; Anant Hegde; José C. Príncipe (IJCNN, 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)

Clustering Approach to Quantify Long-Term Spatio-Temporal Interactions in Epileptic Intracranial Electroencephalography. - Anant Hegde; Deniz Erdogmus; Deng-Shan Shiau; José C. Príncipe; J. Chris Sackellares (Comput. Intell. Neurosci., 2007)