Eder Santana

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 18

Top Topics

Predictive Coding

Temporal Structure

Joint Optimization

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Norman L. Tasfi, Eder Santana, Luisa H. B. Liboni, Miriam A. M. Capretz
Dynamic Successor Features for transfer learning and guided exploration. Knowl. Based Syst. 267 (2023)
Felipe Codevilla, Eder Santana, Antonio M. López, Adrien Gaidon
Exploring the Limitations of Behavior Cloning for Autonomous Driving. CoRR (2019)
Felipe Codevilla, Eder Santana, Antonio M. López, Adrien Gaidon
Exploring the Limitations of Behavior Cloning for Autonomous Driving. ICCV (2019)
Eder Santana, Matthew S. Emigh, Pablo Zegers, José C. Príncipe
Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Mihael Cudic, Ryan Burt, Eder Santana, José C. Príncipe
A flexible testing environment for visual question answering with performance evaluation. Neurocomputing 291 (2018)
Harald Schafer, Eder Santana, Andrew Haden, Riccardo Biasini
A Commute in Data: The comma2k19 Dataset. CoRR (2018)
Shujian Yu, Matthew Emigh, Eder Santana, José C. Príncipe
Autoencoders trained with relevant information: Blending Shannon and Wiener's perspectives. ICASSP (2017)
Francisco Airton Silva, Paulo Romero Martins Maciel, Eder Santana, Rúbens de Souza Matos Júnior, Jamilson Dantas
Mobile cloud face recognition based on smart cloud ranking. Computing 99 (3) (2017)
Eder Santana, José C. Príncipe
Perception Updating Networks: On architectural constraints for interpretable video generative models. ICLR (Workshop) (2017)
Eder Santana, Matthew Emigh, José C. Príncipe
Information Theoretic-Learning auto-encoder. IJCNN (2016)
Eder Santana, George Hotz
Learning a Driving Simulator. CoRR (2016)
Eder Santana, Matthew Emigh, Pablo Zerges, José C. Príncipe
Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks. CoRR (2016)
Eder Santana, Matthew Emigh, José C. Príncipe
Information Theoretic-Learning Auto-Encoder. CoRR (2016)
Ewaldo Eder Carvalho Santana, Allan Kardec Barros, Christian Jutten, Eder Santana, Luis Claudio Oliveira
A Simple Algorithm for Topographic ICA. BIOSIGNALS (2016)
Ryan Burt, Eder Santana, José C. Príncipe, Nina Thigpen, Andreas Keil
Predicting visual attention using gamma kernels. ICASSP (2016)
Eder Santana, Goktug T. Cinar, José C. Príncipe
Parallel flow in Deep Predictive Coding Networks. IJCNN (2015)
Eder Santana, Karl P. Dockendorf, José C. Príncipe
Learning joint features for color and depth images with Convolutional Neural Networks for object classification. ICASSP (2015)
Eder Santana, José C. Príncipe
Mixed generative and supervised learning modes in Deep Predictive Coding Networks. IJCNN (2015)
Austin J. Brockmeier, Eder Santana, Luis Gonzalo Sánchez Giraldo, José C. Príncipe
Projentropy: Using entropy to optimize spatial projections. ICASSP (2014)
Eder Santana, Austin J. Brockmeier, José C. Príncipe
Joint optimization of algorithmic suites for EEG analysis. EMBC (2014)
Eder Santana, José C. Príncipe, Ewaldo Eder Carvalho Santana, Allan Kardec Barros
Extraction of signals with higher order temporal structure using Correntropy. Signal Process. 92 (8) (2012)
Eder Santana, José C. Príncipe, Ewaldo Eder Carvalho Santana, Raimundo Carlos Silvério Freire, Allan Kardec Barros
Extraction of signals with specific temporal structure using kernel methods. IEEE Trans. Signal Process. 58 (10) (2010)