**CNEL Papers** |
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Dissertation |
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**1** | Yadunandana Rao,"**An Augmented Error Criterion for Linear Adaptive Filtering Theory, Algorithms and Applications**", May 2004, University of Florida.(author PDF) | | Thesis |
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**1** | Yadunandana Rao, "**Algorithms for eigendecomposition and time series segmentation**", 2000. | | Journal Papers |
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**1** | S.P. Kim, Y.N. Rao, D. Erdogmus, J.C. Sanchez, M.A. Nicolelis, J.C. Principe, "**Determining Patterns in Neural Activity for Reaching Movements Using Non-Negative Matrix Factorization***", EURASIP Journal on Applied Signal Processing*, Vol. 2005, No. 4, pp. 3113-3121, Jan. 2005 (author PDF) | **2** | Y. Rao, J. Prinicpe. T. Wong, "**Fast RLS-Like Algorithm for Generalized Eigendecomposition and its applications***", Journal of VLSI Signal Processing-Systems*, Vol. 37, No. 2-3, pp. 333-334, June 2004 (author PDF) | **3** | Y. Rao, D. Erdogmus, G. Rao, J. Principe, "**Stochastic Error Whitening Algorithm for Linear Filter Estimation with Noisy Data***", Neural Networks*, Vol. 16, No. 5-6, pp. 873-880, July 2003 (author PDF) | **4** | S.P. Kim, J.C. Sanchez, D. Erdogmus, Y.N. Rao, J.C. Principe, M. Nicolelis, "**Divide-and-Conquer Approach for Brain Machine Interfaces: Nonlinear Mixture of Competitive Local Linear Models***", Neural Networks*, Vol. 16, No. 5-6, pp. 865-871, June 2003 (author PDF) | **5** | Y. Rao, J. Principe, "**Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm***", Journal of VLSI Signal Processing-Systems*, Vol. 32, No. 1-2, pp. 7-17, Apr. 2002 (author PDF) | | Conference Papers |
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**1** | Justin C. Sanchez, Deniz Erdogmus, Yadunandana Rao, Sung-Phil Kim, Miguel Nicolelis, Johan Wessberg, Jose C. Principe, "**Interpreting Neural Activity Through Linear and Nonlinear Models for Brain Machine Interfaces***," Intl. Conf. of Engineering in Medicine and Biology Society*.(Submitted) | **2** | Justin C. Sanchez, Deniz Erdogmus, Yadunandana Rao, Jose C. Principe, Johan Wessberg, Miguel Nicolelis, "**Analysis of the Neural to Motor Representation Space Constructed by a Recurrent Neural Network Trained for a Brain-Machine Interface***," Intl. Work. on Neural Networks for Signal Processing*.(Submitted) | **3** | Bryan Davis, Deniz Erdogmus, Yadunandana Rao, Jose Principe, "**Supervised Synaptic Weight Adaptation for a Spiking Neuron***," Neural Information Processing Systems*.(Submitted) | **4** | Y. Rao, S. Kim, J. Sanchez, D. Erdogmus, J. Principe, "**Learning Mappings in brain-machine interfaces with echo state networks***," Intl. Joint Conf. on Neural Networks*.(Submitted) | **5** | Bryan Davis, Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe, "**Supervised Synaptic Weight Adaptation for a Spiking Neuron***," Intl. Joint Conf. on Neural Networks*.(Accepted) (author PDF) | **6** | Y. Rao, D. Erdogmus, J. Principe, "**Error whitening criterion for linear filter estimation***", Intl. Joint Conf. on Neural Networks*, pp. 1447-1452, Jan. 2007 (author PDF) | **7** | Y Rao, J. Principe, "**An RLS type algorithm for generalized eigendecomposition***", Intl. Work. on Neural Networks for Signal Processing*, pp. 263-272, Jan. 2007 (author PDF) | **8** | Y. Rao, D. Erdogmus, S-P Kim, J. Sanchez, J. Principe, J. Carmena, M. Nicolelis, M. Lebedev, "**Learning mappings in brain machine interfaces with echo state networks***", Intl. Conf. on Acoustics, Speech, and Signal Processing*, pp. v-233-v-236, May 2005 (author PDF) | **9** | J.C. Sanchez, D. Erdogmus, Y.N. Rao, S.P. Kim, M. A. Nicolelis, J. Wessberg, J.C. Principe, "**Interpreting Neural Activity Through Linear and Nonlinear Models for Brain Machine Interfaces***", Intl. Conf. of Engineering in Medicine and Biology Society*, pp. 2160-2163, Sept. 2003 (author PDF) | **10** | Y. Rao,D. Erdogmus, G. Rao, J. Principe, "**Fast error whitening algorithms for system identification and control***", Intl. Work. on Neural Networks for Signal Processing*, pp. 309-318, Sept. 2003 (author PDF) | **11** | S.P. Kim, J.C. Sanchez, D. Erdogmus, Y.N. Rao, J.C. Principe, M. A. Nicolelis, "**Modeling the Relation from Motor Cortical Neuronal Firing to Hand Movements Using Competitive Linear Filters and a MLP***", Intl. Joint Conf. on Neural Networks*, pp. 332-336, July 2003 (author PDF) | **12** | Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, Jose C. Principe, "**A Hybrid Subspace Projection Method for System Identification***", Intl. Conf. on Acoustics, Speech, and Signal Processing*, pp. VI312-VI324, Apr. 2003 (author PDF) | **13** | Justin C. Sanchez, Deniz Erdogmus, Yadunandana Rao, Jose C. Principe, Miguel Nicolelis, Johan Wessberg, "**Learning the Contributions of the Motor, Premotor, and Posterior Parietal Cortices for Hand Trajectory Reconstruction in a Brain Machine Interface***", IEEE EMBS Neural Engineering Conf.*, pp. 59-62, Mar. 2003 (author PDF) | **14** | Justin C. Sanchez, Sung-Phil Kim, Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe, Johan Wessberg, Miguel Nicolelis, "**Input-Output Mapping Performance of Linear and Nonlinear Models for Estimating Hand Trajectories from Cortical Neuronal Firing Patterns***", Intl. Work. on Neural Networks for Signal Processing*, pp. 139-148, Sept. 2002 (author PDF) | **15** | Y. Rao, J. Principe, "**Efficient total least squares method for system modeling using minor component analysis***", Intl. Work. on Neural Networks for Signal Processing*, pp. 259-268, Sept. 2002 (author PDF) | **16** | Y. Rao, J. Principe, "**Robust online principal component analysis based on a fixed-point appoach***", Intl. Conf. on Acoustics, Speech, and Signal Processing*, pp. 1-981-1-984, May 2002 (author PDF) | **17** | Y. Rao, J. Principe, "**A fast on-line algorithm for PCA and its convergence characteristics***", Intl. Work. on Neural Networks for Signal Processing*, pp. 299-307, Dec. 2000 (author PDF) | **18** | Y. Rao, J. Principe, "**A fast on-line generalized eigendecomposition algorithm for time series segmentation***", Symposium on Adaptive Systems for Signal Processing, Communications and Control*, pp. 266-271, Oct. 2000 (author PDF) | | |