Extraction of signals with specific temporal structure using kernel methods. - Eder Santana; José C. Príncipe; Ewaldo Eder Carvalho Santana; Raimundo Carlos Silvério Freire; Allan Kardec Barros (IEEE Trans. Signal Process., 2010)

Extraction of signals with higher order temporal structure using Correntropy. - Eder Santana; José C. Príncipe; Ewaldo Eder Carvalho Santana; Allan Kardec Barros (Signal Process., 2012)

Joint optimization of algorithmic suites for EEG analysis. - Eder Santana; Austin J. Brockmeier; José C. Príncipe (EMBC, 2014)

Projentropy: Using entropy to optimize spatial projections. - Austin J. Brockmeier; Eder Santana; Luis Gonzalo Sánchez Giraldo; José C. Príncipe (ICASSP, 2014)

Learning joint features for color and depth images with Convolutional Neural Networks for object classification. - Eder Santana; Karl P. Dockendorf; José C. Príncipe (ICASSP, 2015)

Parallel flow in Deep Predictive Coding Networks. - Eder Santana; Goktug T. Cinar; José C. Príncipe (IJCNN, 2015)

Mixed generative and supervised learning modes in Deep Predictive Coding Networks. - Eder Santana; José C. Príncipe (IJCNN, 2015)

A Simple Algorithm for Topographic ICA. - Ewaldo Eder Carvalho Santana; Allan Kardec Barros; Christian Jutten; Eder Santana; Luis Claudio Oliveira (BIOSIGNALS, 2016)

Predicting visual attention using gamma kernels. - Ryan Burt; Eder Santana; José C. Príncipe; Nina Thigpen; Andreas Keil (ICASSP, 2016)

Information Theoretic-Learning auto-encoder. - Eder Santana; Matthew Emigh; José C. Príncipe (IJCNN, 2016)

Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks. - Eder Santana; Matthew Emigh; Pablo Zerges; José C. Príncipe (CoRR, 2016)

Learning a Driving Simulator. - Eder Santana; George Hotz (CoRR, 2016)

Autoencoders trained with relevant information: Blending Shannon and Wiener's perspectives. - Shujian Yu; Matthew Emigh; Eder Santana; José C. Príncipe (ICASSP, 2017)

Perception Updating Networks: On architectural constraints for interpretable video generative models. - Eder Santana; José C. Príncipe (ICLR (Workshop), 2017)

Mobile cloud face recognition based on smart cloud ranking. - Francisco Airton Silva; Paulo Romero Martins Maciel; Eder Santana; Rúbens de Souza Matos Júnior; Jamilson Dantas (Computing, 2017)

A Commute in Data: The comma2k19 Dataset. - Harald Schafer; Eder Santana; Andrew Haden; Riccardo Biasini (CoRR, 2018)

A flexible testing environment for visual question answering with performance evaluation. - Mihael Cudic; Ryan Burt; Eder Santana; José C. Príncipe (Neurocomputing, 2018)

Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. - Eder Santana; Matthew S. Emigh; Pablo Zegers; José C. Príncipe (IEEE Trans. Neural Networks Learn. Syst., 2018)

Exploring the Limitations of Behavior Cloning for Autonomous Driving. - Felipe Codevilla; Eder Santana; Antonio M. López 001; Adrien Gaidon (ICCV, 2019)

Dynamic Successor Features for transfer learning and guided exploration. - Norman L. Tasfi; Eder Santana; Luisa H. B. Liboni; Miriam A. M. Capretz (Knowl. Based Syst., 2023)