CNEL Alumnus: Eder Santana


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CNEL Papers
Journal Papers
1Eder Santana, Matthew Emigh, Pablo Zerges, Jose C Principe, "Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks," Trans. on Neural Networks. (Submitted)
2Mihael Cudic, Ryan Burt, Eder Santana, Jose Principe, "A flexible testing environment for visual question and answering with performance evaluation," NeuroComputing. (Submitted)
3E Santana, JC Principe, EE Santana, AK Barros, "Extraction of signals with higher order temporal structure using Correntropy", Signal Processing, Vol. 92, No. 8, pp. 1844-1852, Aug. 2012,DOI:10.1016/j.sigpro.2011.12.025
4E Santana, JC Principe, EE Santana, RCS Freire, AK Barros, "Extraction of signals with specific temporal structure using kernel methods", Trans. on Signal Processing, Vol. 58, No. 10, pp. 5142-5150, 2010,DOI:10.1109/TSP.2010.2053359
 
Conference Papers
1Eder Santana, Jose C Principe, "PERCEPTION UPDATING NETWORKS: ON ARCHITECTURAL CONSTRAINTS FOR INTERPRETABLE VIDEO GENERATIVE MODELS," .(Submitted)
2Shujian Yu, Matthew Emigh, Eder Santana, Jose C. Principe, "AUTOENCODERS TRAINED WITH RELEVANT INFORMATION: BLENDING SHANNON AND WIENERíS PERSPECTIVES," Intl. Conf. on Acoustics, Speech, and Signal Processing.(Accepted) (author PDF)
3Eder Santana, Mathew Emigh, Jose C Principe, "Information Theoretic-Learning Auto-Encoder," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF)
4Eder Santana, Goktug T. Cinar and Jose C. Principe, "Parallel flow in Deep Predictive Coding Networks," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF)
5E Santana, K Dockendorf, JC Principe, "Learning joint features for color and depth images with Convolutional Neural Networks for object classification," Intl. Conf. on Acoustics, Speech, and Signal Processing.(Accepted) (author PDF)
6E Santana, JC Principe, EE Santana, AK Barros, "Mixed Generative and Supervised Learning Modes in Deep Predictive Coding Networks," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF)
7Eder Santana, George Hotz, "Learning a Driving Simulator", Neural Information Processing Systems, pp. -, Nov. 2016 (author PDF)
8Ryan Burt, Eder Santana, Jose Principe, Nina Thigpen, Andreas Keil, "Predicting Visual Attention using Gamma Kernels", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. -, Mar. 2016,DOI:10.1109/ICASSP.2016.7471948 (author PDF)
9Santana E, Brockmeier AJ, Principe JC., "Joint optimization of algorithmic suites for EEG analysis.", Annual Int. Conf. IEEE-EMBS, pp. 2997-3000, Aug. 2014,DOI:10.1109/EMBC.2014.6944253 (author PDF)
10Austin J. Brockmeier, Eder Santanna, Luis G. Sanchez Giraldo, and Jose C. Principe, "Projentropy: Using entropy to optimize spatial projections", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 4538-4542, May 2014,DOI:10.1109/ICASSP.2014.6854461 (author PDF)
 

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