| 2014 | A Non-parametric Maximum Entropy Clustering. | Hideitsu Hino, Noboru Murata |
| 2014 | An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks. | Xavier Hinaut, Stefan Wermter |
| 2014 | Interactive Language Understanding with Multiple Timescale Recurrent Neural Networks. | Stefan Heinrich, Stefan Wermter |
| 2014 | Precise Wind Power Prediction with SVM Ensemble Regression. | Justin Heinermann, Oliver Kramer |
| 2014 | Comparative Study of Accuracies on the Family of the Recursive-Rule Extraction Algorithm. | Yoichi Hayashi, Yuki Tanaka, Shota Fujisawa, Tomoki Izawa |
| 2014 | Visualizing Hierarchical Representation in a Multilayered Restricted RBF Network. | Pitoyo Hartono, Paul Hollensen, Thomas Trappenberg |
| 2014 | Improving the Convergence Property of Soft Committee Machines by Replacing Derivative with Truncated Gaussian Function. | Kazuyuki Hara, Kentaro Katahira |
| 2014 | sNN-LDS: Spatio-temporal Non-negative Sparse Coding for Human Action Recognition. | Thomas Guthier, Adrian Sosic, Volker Willert, Julian Eggert |
| 2014 | Attractor Metadynamics in Adapting Neural Networks. | Claudius Gros, Mathias Linkerhand, Valentin Walther |
| 2014 | Polyphonic Music Generation by Modeling Temporal Dependencies Using a RNN-DBN. | Kratarth Goel, Raunaq Vohra, Jajati Keshari Sahoo |
| 2014 | Skeleton Model for the Neurodynamics of Visual Action Representations. | Martin A. Giese |
| 2014 | Event-Based Visual Data Sets for Prediction Tasks in Spiking Neural Networks. | Tingting (Amy) Gibson, Scott Heath, Robert P. Quinn, Alexia H. Lee, Joshua T. Arnold, Tharun S. Sonti, Andrew Whalley, George P. Shannon, Brian T. Song, James A. Henderson, Janet Wiles |
| 2014 | Latency-Based Probabilistic Information Processing in Recurrent Neural Hierarchies. | Alexander Gepperth, Mathieu Lefort |
| 2014 | Classifying Spike Patterns by Reward-Modulated STDP. | Brian Gardner, Ioana Sporea, Andr Grning |
| 2014 | One-Shot Learning with Feedback for Multi-layered Convolutional Network. | Kunihiko Fukushima |
| 2014 | Merging Strategy for Local Model Networks Based on the Lolimot Algorithm. | Torsten Fischer, Oliver Nelles |
| 2014 | Local Rejection Strategies for Learning Vector Quantization. | Lydia Fischer, Barbara Hammer, Heiko Wersing |
| 2014 | Sensorimotor Control Learning Using a New Adaptive Spiking Neuro-Fuzzy Machine, Spike-IDS and STDP. | Mohsen Firouzi, Saeed Bagheri Shouraki, Jrg Conradt |
| 2014 | Flexible Cue Integration by Line Attraction Dynamics and Divisive Normalization. | Mohsen Firouzi, Stefan Glasauer, Jrg Conradt |
| 2014 | Lateral Inhibition Pyramidal Neural Network for Detection of Optical Defocus (Zernike Z 5). | Bruno J. T. Fernandes, Diego Rativa |
| 2014 | Two Subspace-Based Kernel Local Discriminant Embedding. | Fadi Dornaika, Alireza Bosaghzadeh |
| 2014 | Instance Selection Using Two Phase Collaborative Neighbor Representation. | Fadi Dornaika, Ihab Kamal Aldine |
| 2014 | Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of Partial Concentrations of Salts in Multi-сomponent Water Solutions. | Sergey Dolenko, Sergey Burikov, Tatiana A. Dolenko, Alexander Efitorov, Kirill Gushchin, Igor Persiantsev |
| 2014 | Dynamic Ensemble Selection and Instantaneous Pruning for Regression Used in Signal Calibration. | Kaushala Dias, Terry Windeatt |
| 2014 | Improving Humanoid Robot Speech Recognition with Sound Source Localisation. | Jorge Dvila-Chacn, Johannes Twiefel, Jindong Liu, Stefan Wermter |