| 2016 | Reducing Redundancy with Unit Merging for Self-constructive Normalized Gaussian Networks. | Jana Backhus, Ichigaku Takigawa, Hideyuki Imai, Mineichi Kudo, Masanori Sugimoto |
| 2016 | High Integrated Information in Complex Networks Near Criticality. | Xerxes D. Arsiwalla, Paul F. M. J. Verschure |
| 2016 | A Combination Method for Reducing Dimensionality in Large Datasets. | Daniel Arajo, Jhoseph Jesus, Adrio Duarte Dria Neto, Allan de M. Martins |
| 2016 | The Existence and the Stability of Weighted Pseudo Almost Periodic Solution of High-Order Hopfield Neural Network. | Chaouki Aouiti, Mohammed Salah M'hamdi, Farouk Chrif |
| 2016 | Towards Adjustable Signal Generation with Photonic Reservoir Computers. | Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar |
| 2016 | StreamLeader: A New Stream Clustering Algorithm not Based in Conventional Clustering. | Jaime Andrs-Merino, Llus Belanche |
| 2016 | On Higher Order Computations and Synaptic Meta-Plasticity in the Human Brain. | Stanislaw Ambroszkiewicz |
| 2016 | Learning Multiple Timescales in Recurrent Neural Networks. | Tayfun Alpay, Stefan Heinrich, Stefan Wermter |
| 2016 | Training Bidirectional Recurrent Neural Network Architectures with the Scaled Conjugate Gradient Algorithm. | Michalis Agathocleous, Chris Christodoulou, Vasilis J. Promponas, Petros Kountouris, Vassilis Vassiliades |
| 2016 | A Neural Network Model for Solving the Feature Correspondence Problem. | Ala Aboudib, Vincent Gripon, Gilles Coppin |
| 2014 | Location-Dependent Dendritic Computation in a Modeled Striatal Projection Neuron. | Youwei Zheng, Lars Schwabe, Joshua L. Plotkin |
| 2014 | Variational EM Learning of DSBNs with Conditional Deep Boltzmann Machines. | Xing Zhang, Siwei Lyu |
| 2014 | Row-Action Projections for Nonnegative Matrix Factorization. | Rafal Zdunek |
| 2014 | Structure Perturbation Optimization for Hopfield-Type Neural Networks. | Gang Yang, Xirong Li, Jieping Xu, Qin Jin |
| 2014 | Basic Feature Quantities of Digital Spike Maps. | Hiroki Yamaoka, Narutoshi Horimoto, Toshimichi Saito |
| 2014 | Towards Sparsity and Selectivity: Bayesian Learning of Restricted Boltzmann Machine for Early Visual Features. | Hanchen Xiong, Sndor Szedmk, Antonio Jose Rodrguez-Snchez, Justus H. Piater |
| 2014 | Real-Time Anomaly Detection with a Growing Neural Gas. | Nicolai Waniek, Simon Bremer, Jrg Conradt |
| 2014 | A CFS-Based Feature Weighting Approach to Naive Bayes Text Classifiers. | Shasha Wang, Liangxiao Jiang, Chaoqun Li |
| 2014 | From Maxout to Channel-Out: Encoding Information on Sparse Pathways. | Qi Wang, Joseph F. JJ |
| 2014 | Coupling Gaussian Process Dynamical Models with Product-of-Experts Kernels. | Dmytro Velychko, Dominik M. Endres, Nick Taubert, Martin A. Giese |
| 2014 | A Geometrical Approach for Parameter Selection of Radial Basis Functions Networks. | Luiz C. B. Torres, Andr P. Lemos, Cristiano Leite Castro, Antnio P. Braga |
| 2014 | Modeling of Chaotic Time Series by Interval Type-2 NEO-Fuzzy Neural Network. | Yancho Todorov, Margarita Terzyiska |
| 2014 | Tool-Body Assimilation Model Based on Body Babbling and a Neuro-Dynamical System for Motion Generation. | Kuniyuki Takahashi, Tetsuya Ogata, Hadi Tjandra, Shingo Murata, Hiroaki Arie, Shigeki Sugano |
| 2014 | Factor Graph Inference Engine on the SpiNNaker Neural Computing System. | Indar Sugiarto, Jrg Conradt |
| 2014 | A Two-Stage Classifier Architecture for Detecting Objects under Real-World Occlusion Patterns. | Marvin Struwe, Stephan Hasler, Ute Bauer-Wersing |