| 2008 | EEG Switching: Three Views from Dynamical Systems. | Carlos Loureno |
| 2008 | Robust Nonparametric Probability Density Estimation by Soft Clustering. | Ezequiel Lpez-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo Lpez-Rodrguez, Mara del Carmen Vargas-Gonzlez |
| 2008 | A Biologically Inspired Spiking Neural Network for Sound Localisation by the Inferior Colliculus. | Jindong Liu, Harry R. Erwin, Stefan Wermter, Mahmoud Elsaid |
| 2008 | Geometrical Perspective on Hairy Memory. | Cheng-Yuan Liou |
| 2008 | Predictive Coding in Cortical Microcircuits. | Andreea Lazar, Gordon Pipa, Jochen Triesch |
| 2008 | Neural Network Ensembles for Classification Problems Using Multiobjective Genetic Algorithms. | David Lahoz, Pedro M. Mateo |
| 2008 | Mixture of Expert Used to Learn Game Play. | Peter Lacko, Vladimir Kvasnicka |
| 2008 | Sparse Coding Neural Gas for the Separation of Noisy Overcomplete Sources. | Kai Labusch, Erhardt Barth, Thomas Martinetz |
| 2008 | Distribution Stream of Tasks in Dual-Processor System. | Michael Kryzhanovsky, Magomed Malsagov |
| 2008 | Application of Potts-Model Perceptron for Binary Patterns Identification. | Vladimir Kryzhanovsky, Boris Kryzhanovsky, Anatoly B. Fonarev |
| 2008 | Modified q-State Potts Model with Binarized Synaptic Coefficients. | Vladimir Kryzhanovsky |
| 2008 | Ant Colony Optimization with Castes. | Oleg Kovrk, Miroslav Skrbek |
| 2008 | Temporal Hebbian Self-Organizing Map for Sequences. | Jan Koutnk, Miroslav Snorek |
| 2008 | The GAME Algorithm Applied to Complex Fractionated Atrial Electrograms Data Set. | Pavel Kordk, Vclav Kremen, Lenka Lhotsk |
| 2008 | Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios. | Sascha Klement, Amir Madany Mamlouk, Thomas Martinetz |
| 2008 | Self-organized Complex Neural Networks through Nonlinear Temporally Asymmetric Hebbian Plasticity. | Hideyuki Kato, Tohru Ikeguchi |
| 2008 | Bifurcations in Discrete-Time Delayed Hopfield Neural Networks of Two Neurons. | Eva Kaslik, Stefan Balint |
| 2008 | Organising the Complexity of Behaviour. | Stathis Kasderidis |
| 2008 | A Spatio-temporal Extension of the SUSAN-Filter. | Benedikt Kaiser, Gunther Heidemann |
| 2008 | Estimates of Network Complexity and Integral Representations. | Paul C. Kainen, Vera Kurkov |
| 2008 | Modeling the Effects of Dopamine on the Antisaccade Reaction Times (aSRT) of Schizophrenia Patients. | Ioannis Kahramanoglou, Stavros J. Perantonis, Nikolaos Smyrnis, Ioannis Evdokimidis, Vassilis Cutsuridis |
| 2008 | A Globally Asymptotically Stable Plasticity Rule for Firing Rate Homeostasis. | Prashant Joshi, Jochen Triesch |
| 2008 | Correlation Integral Decomposition for Classification. | Marcel Jirina, Marcel Jirina Jr. |
| 2008 | Multi-category Bayesian Decision by Neural Networks. | Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi |
| 2008 | Self-Organizing Neural Grove: Efficient Multiple Classifier System with Pruned Self-Generating Neural Trees. | Hirotaka Inoue |