| 2009 | Brain Electric Microstate and Perception of Simultaneously Audiovisual Presentation. | Wichian Sittiprapaporn, Jun Soo Kwon |
| 2009 | Improving Text Classification Performance with Incremental Background Knowledge. | Catarina Silva, Bernardete Ribeiro |
| 2009 | Reconfigurable MAC-Based Architecture for Parallel Hardware Implementation on FPGAs of Artificial Neural Networks Using Fractional Fixed Point Representation. | Rodrigo Martins da Silva, Nadia Nedjah, Luiza de Macedo Mourelle |
| 2009 | Efficient Parametric Adjustment of Fuzzy Inference System Using Error Backpropagation Method. | Ivan Nunes da Silva, Rogrio Andrade Flauzino |
| 2009 | ANNs and Other Machine Learning Techniques in Modelling Models' Uncertainty. | Durga Lal Shrestha, Nagendra Kayastha, Dimitri P. Solomatine |
| 2009 | Improved Kohonen Feature Map Associative Memory with Area Representation for Sequential Analog Patterns. | Tomonori Shirotori, Yuko Osana |
| 2009 | A Framework for Simulation and Analysis of Dynamically Organized Distributed Neural Networks. | Vladyslav V. Shaposhnyk, Pierre Dutoit, Victor Contreras-Lmus, Stephen Perrig, Alessandro E. P. Villa |
| 2009 | The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech. | Friedhelm Schwenker, Stefan Scherer, Yasmine M. Magdi, Gnther Palm |
| 2009 | Computing with Probabilistic Cellular Automata. | Martin Schle, Thomas Ott, Ruedi Stoop |
| 2009 | Scalable Neural Networks for Board Games. | Tom Schaul, Jrgen Schmidhuber |
| 2009 | Adaptive Feature Transformation for Image Data from Non-stationary Processes. | Erik Schaffernicht, Volker Stephan, Horst-Michael Gross |
| 2009 | On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification. | Jorge M. Santos, Mark J. Embrechts |
| 2009 | FPGA Implementation of Support Vector Machines for 3D Object Identification. | Marta Ruiz-Llata, Mar Ybenes-Calvino |
| 2009 | Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guilln |
| 2009 | Spiking Neural Network Self-configuration for Temporal Pattern Recognition Analysis. | Jos Luis Rossell, Ivan de Pal, Vincent Canals, Antoni Morro |
| 2009 | Identifying Clusters Using Growing Neural Gas: First Results. | Riccardo Rizzo, Alfonso Urso |
| 2009 | Surface Reconstruction Method Based on a Growing Self-Organizing Map. | Renata L. M. E. do Rego, Hansenclever de F. Bassani, Daniel Filgueiras, Aluzio F. R. Arajo |
| 2009 | Hand-Drawn Shape Recognition Using the SVM'ed Kernel. | Khaled S. Refaat, Amir F. Atiya |
| 2009 | Hybrid Neural Systems for Reduced-Reference Image Quality Assessment. | Judith Redi, Paolo Gastaldo, Rodolfo Zunino |
| 2009 | Area Chip Consumption by a Novel Digital CNN Architecture for Pattern Recognition. | Emil Raschman, Daniela Durackov |
| 2009 | Self-Organizing Map Simulations Confirm Similarity of Spatial Correlation Structure in Natural Images and Cortical Representations. | A. Ravishankar Rao, Guillermo A. Cecchi |
| 2009 | An Adaptive NN Controller with Second Order SMC-Based NN Weight Update Law for Asymptotic Tracking. | Haris E. Psillakis |
| 2009 | High-Order Fuzzy Switching Neural Networks: Application to the Tracking Control of a Class of Uncertain SISO Nonlinear Systems. | Haris E. Psillakis |
| 2009 | Active Generation of Training Examples in Meta-Regression. | Ricardo Bastos Cavalcante Prudncio, Teresa Bernarda Ludermir |
| 2009 | Image Theft Detection with Self-Organising Maps. | Philip Prentis, Mats Sjberg, Markus Koskela, Jorma Laaksonen |