| 2007 | Biasing Neural Networks Towards Exploration or Exploitation Using Neuromodulation. | Karla Parussel, Lola Caamero |
| 2007 | Qualitative Radial Basis Function Networks Based on Distance Discretization for Classification Problems. | Xavier Parra, Andreu Catal |
| 2007 | Clustering of Nonlinearly Separable Data Using Spiking Neural Networks. | Lakshmi Narayana Panuku, C. Chandra Sekhar |
| 2007 | An Oscillatory Model for Multimodal Processing of Short Language Instructions. | Christo Panchev |
| 2007 | Classification of Temporal Data Based on Self-organizing Incremental Neural Network. | Shogo Okada, Osamu Hasegawa |
| 2007 | Automatic Design of Modular Neural Networks Using Genetic Programming. | Naser NourAshrafoddin, Ali R. Vahdat, Mohammad Mehdi Ebadzadeh |
| 2007 | Theoretical Analysis of Accuracy of Gaussian Belief Propagation. | Yu Nishiyama, Sumio Watanabe |
| 2007 | Estimating the Impact of Shocks with Artificial Neural Networks. | Konstantinos Nikolopoulos, Nikolaos Bougioukos, Konstantinos Giannelos, Vassilis Assimakopoulos |
| 2007 | A One-Step Unscented Particle Filter for Nonlinear Dynamical Systems. | Nikolay Y. Nikolaev, Evgueni N. Smirnov |
| 2007 | Self-organizing Maps with Refractory Period. | Antonio Neme, Vctor Mireles |
| 2007 | Clustering Evaluation in Feature Space. | Alissar Nasser, Pierre-Alexandre Hbert, Denis Hamad |
| 2007 | Generalization Error of Automatic Relevance Determination. | Shinichi Nakajima, Sumio Watanabe |
| 2007 | Algebraic Geometric Study of Exchange Monte Carlo Method. | Kenji Nagata, Sumio Watanabe |
| 2007 | CNN Based Hole Filler Template Design Using Numerical Integration Techniques. | K. Murugesan, P. Elango |
| 2007 | The Use of Artificial Neural Networks in the Speech Understanding Model - SUM. | Daniel Nehme Mller, Mozart Lemos de Siqueira, Philippe Olivier Alexandre Navaux |
| 2007 | Recursive Principal Component Analysis of Graphs. | Alessio Micheli, Alessandro Sperduti |
| 2007 | Integrate-and-Fire Neural Networks with Monosynaptic-Like Correlated Activity. | Hctor Mesa, Francisco J. Veredas |
| 2007 | Functional Modelling of Large Scattered Data Sets Using Neural Networks. | Qinggang Meng, Baihua Li, Nicholas Costen, Horst Holstein |
| 2007 | An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors. | Cludio M. S. Medeiros, Guilherme de A. Barreto |
| 2007 | Neural Network Processing for Multiset Data. | Simon McGregor |
| 2007 | Visualising Class Distribution on Self-organising Maps. | Rudolf Mayer, Taha Abdel Aziz, Andreas Rauber |
| 2007 | A Cognitive Model That Describes the Influence of Prior Knowledge on Concept Learning. | Toshihiko Matsuka, Yasuaki Sakamoto |
| 2007 | On a Singular Point to Contribute to a Learning Coefficient and Weighted Resolution of Singularities. | Takeshi Matsuda, Sumio Watanabe |
| 2007 | A Locally Recurrent Globally Feed-Forward Fuzzy Neural Network for Processing Lung Sounds. | Paris A. Mastorocostas, Dimitris N. Varsamis, Constantinos A. Mastorocostas, Constantinos S. Hilas |
| 2007 | Neuronal Multistability Induced by Delay. | Cristina Masoller, M. C. Torrent, Jordi Garca-Ojalvo |