| 2005 | Back-Propagation as Reinforcement in Prediction Tasks. | Andr Grning |
| 2005 | Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition. | Alex Graves, Santiago Fernndez, Jrgen Schmidhuber |
| 2005 | Neural Network Computations with Negative Triggering Thresholds. | Petro M. Gopych |
| 2005 | Discriminant Parallel Perceptrons. | Ana M. Gonzlez, Ivn Cantador, Jos R. Dorronsoro |
| 2005 | A Novel Method for Extracting Knowledge from Neural Networks with Evolving SQL Queries. | Mario Gongora, Tim Watson, David A. Elizondo |
| 2005 | Evolving Modular Fast-Weight Networks for Control. | Faustino J. Gomez, Jrgen Schmidhuber |
| 2005 | A Model for Hierarchical Associative Memories via Dynamically Coupled GBSB Neural Networks. | Rogrio Martins Gomes, Antnio de Pdua Braga, Henrique E. Borges |
| 2005 | Induced Weights Artificial Neural Network. | Slawomir Golak |
| 2005 | Jacobi Alternative to Bayesian Evidence Maximization in Diffusion Filtering. | Ramunas Girdziusas, Jorma Laaksonen |
| 2005 | Emulating Process Simulators with Learning Systems. | Daniel Gillblad, Anders Holst, Bjrn Levin |
| 2005 | Using Multilayer Perceptrons to Align High Range Resolution Radar Signals. | Roberto Gil-Pita, Manuel Rosa-Zurera, Pilar Jarabo Amores, Francisco Lpez-Ferreras |
| 2005 | Fast Color-Based Object Recognition Independent of Position and Orientation. | Martijn van de Giessen, Jrgen Schmidhuber |
| 2005 | Self Organizing Map (SOM) Approach for Classification of Power Quality Events. | Emin Germen, Dogan Gkhan Ece, mer Nezih Gerek |
| 2005 | Predictive Kohonen Map for Speech Features Extraction. | Bruno Gas, Mohamed Chetouani, Jean-Luc Zarader, Christophe Charbuillet |
| 2005 | A Comparison of Different Initialization Strategies to Reduce the Training Time of Support Vector Machines. | Ariel Garca-Gamboa, Neil Hernndez-Gress, Miguel Gonzlez-Mendoza, Rodolfo Ibarra-Orozco, Jaime Mora-Vargas |
| 2005 | Smooth Performance Landscapes of the Variational Bayesian Approach. | Zhuo Gao, K. Y. Michael Wong |
| 2005 | A Neural Network Model for Inter-problem Adaptive Online Time Allocation. | Matteo Gagliolo, Jrgen Schmidhuber |
| 2005 | The Topographic Product of Experts. | Colin Fyfe |
| 2005 | Local vs Global Models in Pong. | Colin Fyfe |
| 2005 | SOM of SOMs: Self-organizing Map Which Maps a Group of Self-organizing Maps. | Tetsuo Furukawa |
| 2005 | Neural Network Model for Extracting Optic Flow. | Kunihiko Fukushima, Kazuya Tohyama |
| 2005 | Making Competition in Neural Fields Suitable for Computational Architectures. | Herv Frezza-Buet, Olivier Mnard |
| 2005 | Dual Memory Model for Using Pre-existing Knowledge in Reinforcement Learning Tasks. | Kary Frmling |
| 2005 | Ordering of the RGB Space with a Growing Self-organizing Network. Application to Color Mathematical Morphology. | Francisco Flrez-Revuelta |
| 2005 | Counterpropagation with Delays with Applications in Time Series Prediction. | Carmen Fierascu |