| 2013 | Boltzmann Machines for Image Denoising. | KyungHyun Cho |
| 2013 | Direct Method for Training Feed-Forward Neural Networks Using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions. | Artem N. Chernodub |
| 2013 | Exponential Synchronization of a Class of RNNs with Discrete and Distributed Delays. | Farouk Chrif, Hajer Brahmi, Boudour Ammar, Adel M. Alimi |
| 2013 | Memory Trace in Spiking Neural Networks. | Marta Castellano, Gordon Pipa |
| 2013 | The Super-Turing Computational Power of Interactive Evolving Recurrent Neural Networks. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2013 | Improving the Associative Rule Chaining Architecture. | Nathan Burles, Simon O'Keefe, James Austin |
| 2013 | Attention-Gated Reinforcement Learning in Neural Networks - A Unified View. | Tobias Brosch, Friedhelm Schwenker, Heiko Neumann |
| 2013 | Neuro-Optimal Controller for Robot Manipulators. | Mohammed Boukens, Abdelkrim Boukabou |
| 2013 | Hessian Corrected Input Noise Models. | Botond Attila Bcsi, Lehel Csat |
| 2013 | An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. | Pablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Srgio M. M. Fernandes |
| 2013 | Cortically Inspired Sensor Fusion Network for Mobile Robot Heading Estimation. | Cristian Axenie, Jrg Conradt |
| 2013 | Model-Based Clustering of Temporal Data. | Hani El Assaad, Allou Sam, Grard Govaert, Patrice Aknin |
| 2013 | A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers. | Davide Anguita, Alessandro Ghio, Luca Oneto, Jorge Luis Reyes-Ortiz, Sandro Ridella |
| 2013 | Training Computationally Efficient Smartphone-Based Human Activity Recognition Models. | Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz |
| 2013 | Learning to Walk Using a Recurrent Neural Network with Time Delay. | Boudour Ammar, Naima Chouikhi, Adel M. Alimi, Farouk Chrif, Nasser Rezzoug, Philippe Gorce |
| 2013 | Evolution of Dendritic Morphologies Using Deterministic and Nondeterministic Genotype to Phenotype Mapping. | Parimala Alva, Giseli de Sousa, Ben Torben-Nielsen, Reinoud Maex, Rod Adams, Neil Davey, Volker Steuber |
| 2013 | Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging. | Juan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Germn Gutirrez, Agapito Ledezma, Araceli Sanchis |
| 2013 | Group Fused Lasso. | Carlos M. Alaz, lvaro Barbero Jimnez, Jos R. Dorronsoro |
| 2012 | Learning Features and Predictive Transformation Encoding Based on a Horizontal Product Model. | Junpei Zhong, Cornelius Weber, Stefan Wermter |
| 2012 | Pairwise Clustering with t-PLSI. | He Zhang, Tele Hao, Zhirong Yang, Erkki Oja |
| 2012 | Spectral Signal Unmixing with Interior-Point Nonnegative Matrix Factorization. | Rafal Zdunek |
| 2012 | Improving Neural Networks Classification through Chaining. | Khobaib Zaamout, John Z. Zhang |
| 2012 | Pair-Associate Learning with Modulated Spike-Time Dependent Plasticity. | Nooraini Yusoff, Andr Grning, Scott V. Notley |
| 2012 | A Biophysical Network Model Displaying the Role of Basal Ganglia Pathways in Action Selection. | Cem Yucelgen, Berat Denizdurduran, Selin Metin, Rahmi Elibol, Neslihan Serap Sengr |
| 2012 | Evolving Neural Networks for Orientation Behavior of Sand Scorpions towards Prey. | Hyungu Yim, DaeEun Kim |