| 2008 | Neural networks for computational neuroscience. | David Meunier, Hlne Paugam-Moisy |
| 2008 | A Method for Time Series Prediction using a Combination of Linear Models. | David Martnez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2008 | Factored sequence kernels. | Pierre Mah, Nicola Cancedda |
| 2008 | Linear Projection based on Noise Variance Estimation - Application to Spectral Data. | Amaury Lendasse, Francesco Corona |
| 2008 | Do we need experts for time series forecasting?. | Christiane Lemke, Bogdan Gabrys |
| 2008 | Rank-based quality assessment of nonlinear dimensionality reduction. | John Aldo Lee, Michel Verleysen |
| 2008 | Petri nets design based on neural networks. | Edouard Leclercq, Souleiman Ould el Medhi, Dimitri Lefebvre |
| 2008 | Detecting zebra crossings utilizing AdaBoost. | Ludwig Lausser, Friedhelm Schwenker, Gnther Palm |
| 2008 | Learning Data Representations with Sparse Coding Neural Gas. | Kai Labusch, Erhardt Barth, Thomas Martinetz |
| 2008 | Parallel asynchronous neighborhood mechanism for WTM Kohonen network implemented in CMOS technology. | Marta Kolasa, Rafal Dlugosz |
| 2008 | Word recognition and incremental learning based on neural associative memories and hidden Markov models. | Zhre Kara Kayikci, Gnther Palm |
| 2008 | Design of Oscillatory Recurrent Neural Network Controllers with Gradient based Algorithms. | Guillaume Jouffroy |
| 2008 | An accelerated MDM algorithm for SVM training. | lvaro Barbero Jimnez, Jorge Lpez Lzaro, Jos R. Dorronsoro |
| 2008 | An emphasized target smoothing procedure to improve MLP classifiers performance. | Soufiane El Jelali, Abdelouahid Lyhyaoui, Anbal R. Figueiras-Vidal |
| 2008 | Simulation of a recurrent neurointerface with sparse electrical connections. | Andreas Herzog, Karsten Kube, Bernd Michaelis, Ana D. de Lima, Thomas B. Voigt |
| 2008 | Explaining Ant-Based Clustering on the basis of Self-Organizing Maps. | Lutz Herrmann, Alfred Ultsch |
| 2008 | Emergence of stimulus-specific synchronous response through STDP in recurrent neural networks. | Frdric Henry, Emmanuel Dauc |
| 2008 | Similarities and differences between policy gradient methods and evolution strategies. | Verena Heidrich-Meisner, Christian Igel |
| 2008 | Magnification Control in Relational Neural Gas. | Alexander Hasenfuss, Barbara Hammer, Tina Geweniger, Thomas Villmann |
| 2008 | Safe exploration for reinforcement learning. | Alexander Hans, Daniel Schneega, Anton Maximilian Schfer, Steffen Udluft |
| 2008 | Self-Organizing Maps for cyclic and unbounded graphs. | Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi |
| 2008 | Multi-View Forests of Tree-Structured Radial Basis Function Networks Based on Dempster-Shafer Evidence Theory. | Mohamed Farouk Abdel Hady, Gnther Palm, Friedhelm Schwenker |
| 2008 | A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Amparo Alonso-Betanzos |
| 2008 | Learning to play Tetris applying reinforcement learning methods. | Alexander Gro, Jan Friedland, Friedhelm Schwenker |
| 2008 | Active and reactive use of virtual neural sensors. | Massimo De Gregorio |