| 2005 | ICASSP | Supervised training of adaptive systems with partially labeled data. | Deniz Erdogmus, Yadunandana N. Rao, Jos C. Prncipe |
| 2005 | ICASSP | Learning mappings in brain machine interfaces with echo state networks. | Yadunandana N. Rao, Sung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, Jos C. Prncipe, Jose M. Carmena, Mikhail A. Lebedev, Miguel A. L. Nicolelis |
| 2004 | ICASSP | Accurate linear parameter estimation in colored noise. | Yadunandana N. Rao, Deniz Erdogmus, Jos C. Prncipe |
| 2004 | IJCNN | Nonlinear independent component analysis by homomorphic transformation of the mixtures. | Deniz Erdogmus, Yadunandana N. Rao, Jos C. Prncipe |
| 2004 | IJCNN | Real-time PCA (principal component analysis) implementation on DSP. | Dongho Han, Yadunandana N. Rao, Jos C. Prncipe, Karl S. Gugel |
| 2004 | IJCNN | Vector-quantization by density matching in the minimum Kullback-Leibler divergence sense. | Anant Hegde, Deniz Erdogmus, Tue Lehn-Schiler, Yadunandana N. Rao, Jos C. Prncipe |
| 2003 | ESANN | Recursive Least Squares for an Entropy Regularized MSE Cost Function. | Deniz Erdogmus, Yadunandana N. Rao, Jos Carlos Prncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2003 | ICASSP | On the convergence of SIPEX: a simultaneous principal components extraction algorithm. | Deniz Erdogmus, Yadunandana N. Rao, M. Can Ozturk, Luis Vielva, Jos C. Prncipe |
| 2003 | ICASSP | A hybrid subspace projection method for system identification. | Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, Jos C. Prncipe |
| 2003 | IJCNN | Supervised synaptic weight adaptation for a spiking neuron. | Bryan A. Davis, Deniz Erdogmus, Yadunandana N. Rao, Jos C. Prncipe |
| 2003 | IJCNN | 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, Jos C. Prncipe, Miguel A. L. Nicolelis |
| 2003 | IJCNN | Error whitening criterion for linear filter estimation. | Yadunandana N. Rao, Deniz Erdogmus, Jos C. Prncipe |
| 2002 | ICASSP | Simultaneous extraction of Principal Components using givens rotations and output variances. | Deniz Erdogmus, Yadunandana N. Rao, Jos C. Prncipe, Jing Zhao, Kenneth E. Hild II |
| 2002 | ICASSP | Robust on-line Principal Component Analysis based on a fixed-point approach. | Yadunandana N. Rao, Jos C. Prncipe |