| 2014 | A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements. | Jonathan Strahl, Timo Honkela, Paul Wagner |
| 2014 | Contingent Features for Reinforcement Learning. | Nathan Sprague |
| 2014 | Regularized Recurrent Neural Networks for Data Efficient Dual-Task Learning. | Sigurd Spieckermann, Siegmund Dll, Steffen Udluft, Thomas A. Runkler |
| 2014 | Classification with Reject Option Using the Self-Organizing Map. | Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme de A. Barreto |
| 2014 | Sampling Hidden Parameters from Oracle Distribution. | Sho Sonoda, Noboru Murata |
| 2014 | Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization. | Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho |
| 2014 | Quantifying the Effect of Meaning Variation in Survey Analysis. | Henri Sintonen, Juha Raitio, Timo Honkela |
| 2014 | Bio-mimetic Path Integration Using a Self Organizing Population of Grid Cells. | Ankur Sinha, Jack Jianguo Wang |
| 2014 | Structured Prediction for Object Detection in Deep Neural Networks. | Hannes Schulz, Sven Behnke |
| 2014 | Discriminative Fast Soft Competitive Learning. | Frank-Michael Schleif |
| 2014 | The Importance of Physiological Noise Regression in High Temporal Resolution fMRI. | Norman Scheel, Catie Chang, Amir Madany Mamlouk |
| 2014 | Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter Space. | Seiya Satoh, Ryohei Nakano |
| 2014 | A Neural Dynamic Architecture Resolves Phrases about Spatial Relations in Visual Scenes. | Mathis Richter, Jonas Lins, Sebastian Schneegans, Gregor Schner |
| 2014 | Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions. | Jorge Luis Reyes-Ortiz, Luca Oneto, Alessandro Ghio, Albert Sam, Davide Anguita, Xavier Parra |
| 2014 | Financial Self-Organizing Maps. | Marina Resta |
| 2014 | Model-Based Identification of EEG Markers for Learning Opportunities in an Associative Learning Task with Delayed Feedback. | Felix Putze, Daniel V. Holt, Tanja Schultz, Joachim Funke |
| 2014 | Human Action Recognition with Hierarchical Growing Neural Gas Learning. | German Ignacio Parisi, Cornelius Weber, Stefan Wermter |
| 2014 | Dynamic Cortex Memory: Enhancing Recurrent Neural Networks for Gradient-Based Sequence Learning. | Sebastian Otte, Marcus Liwicki, Andreas Zell |
| 2014 | Analysis of Neural Circuit for Visual Attention Using Lognormally Distributed Input. | Yoshihiro Nagano, Norifumi Watanabe, Atsushi Aoyama |
| 2014 | Learning and Recognition of Multiple Fluctuating Temporal Patterns Using S-CTRNN. | Shingo Murata, Hiroaki Arie, Tetsuya Ogata, Jun Tani, Shigeki Sugano |
| 2014 | RatSLAM on Humanoids - A Bio-Inspired SLAM Model Adapted to a Humanoid Robot. | Stefan Mller, Cornelius Weber, Stefan Wermter |
| 2014 | Fast Sensitivity-Based Training of BP-Networks. | Iveta Mrzov, Zuzana Petrckov |
| 2014 | A Deep Dynamic Binary Neural Network and Its Application to Matrix Converters. | Jungo Moriyasu, Toshimichi Saito |
| 2014 | Efficient Adaptation of Structure Metrics in Prototype-Based Classification. | Bassam Mokbel, Benjamin Paaen, Barbara Hammer |
| 2014 | Towards Context-Dependence Eye Movements Prediction in Smart Meeting Rooms. | Redwan Abdo A. Mohammed, Lars Schwabe, Oliver G. Staadt |