| 2014 | Minimizing Computation in Convolutional Neural Networks. | Jason Cong, Bingjun Xiao |
| 2014 | A Non-stationary Infinite Partially-Observable Markov Decision Process. | Sotirios P. Chatzis, Dimitrios I. Kosmopoulos |
| 2014 | Interactive Evolving Recurrent Neural Networks Are Super-Turing Universal. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2014 | Incorporating Scale Invariance into the Cellular Associative Neural Network. | Nathan Burles, Simon O'Keefe, James Austin |
| 2014 | How Visual Attention and Suppression Facilitate Object Recognition? | Frederik Beuth, Amirhossein Jamalian, Fred H. Hamker |
| 2014 | Learning to Look: A Dynamic Neural Fields Architecture for Gaze Shift Generation. | Christian Bell, Tobias Storck, Yulia Sandamirskaya |
| 2014 | A Multichannel Convolutional Neural Network for Hand Posture Recognition. | Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2014 | Memory Capacity of Input-Driven Echo State Networks at the Edge of Chaos. | Peter Barancok, Igor Farkas |
| 2014 | Chinese Image Character Recognition Using DNN and Machine Simulated Training Samples. | Jinfeng Bai, Zhineng Chen, Bailan Feng, Bo Xu |
| 2014 | Learning under Concept Drift with Support Vector Machines. | Omar Ayad |
| 2014 | Development of a Dynamically Extendable SpiNNaker Chip Computing Module. | Rui Arajo, Nicolai Waniek, Jrg Conradt |
| 2014 | Empowering Imbalanced Data in Supervised Learning: A Semi-supervised Learning Approach. | Bassam A. Almogahed, Ioannis A. Kakadiaris |
| 2014 | On Improving the Classification Capability of Reservoir Computing for Arabic Speech Recognition. | Abdulrahman Alalshekmubarak, Leslie S. Smith |
| 2014 | Learning Anisotropic RBF Kernels. | Fabio Aiolli, Michele Donini |
| 2014 | Incremental Input Variable Selection by Block Addition and Block Deletion. | Shigeo Abe |
| 2013 | Dendritic Computations in a Rall Model with Strong Distal Stimulation. | Youwei Zheng, Lars Schwabe |
| 2013 | GNMF with Newton-Based Methods. | Rafal Zdunek, Anh Huy Phan, Andrzej Cichocki |
| 2013 | A General Image Representation Scheme and Its Improvement for Image Analysis. | Hui Wei, Qingsong Zuo, Bo Lang |
| 2013 | Using Exponential Kernel for Word Sense Disambiguation. | Tinghua Wang, Junyang Rao, Dongyan Zhao |
| 2013 | Learning Features for Activity Recognition with Shift-Invariant Sparse Coding. | Christian Vollmer, Horst-Michael Gross, Julian Eggert |
| 2013 | Optimal Operation of Electric Power Production System without Transmission Losses Using Artificial Neural Networks Based on Augmented Lagrange Multiplier Method. | George J. Tsekouras, Fotis D. Kanellos, Nikos E. Mastorakis, Valeri M. Mladenov |
| 2013 | A Biologically Inspired Model for the Detection of External and Internal Head Motions. | Stephan Tschechne, Georg Layher, Heiko Neumann |
| 2013 | Self-Organization in Parallel Coordinates. | Marjan Trutschl, Phillip Kilgore, Urska Cvek |
| 2013 | Recurrent Fuzzy-Neural Network with Fast Learning Algorithm for Predictive Control. | Yancho Todorov, Margarita Terzyiska, Michail Petrov |
| 2013 | Emotion Generation System Considering Complex Emotion Based on MaC Model with Neural Networks. | Tsubasa Takamatsu, Yuko Osana |