| 2008 | Effect of Feedback Strength in Coupled Spiking Neural Networks. | Javier Iglesias, Jordi Garca-Ojalvo, Alessandro E. P. Villa |
| 2008 | Emergent Common Functional Principles in Control Theory and the Vertebrate Brain: A Case Study with Autonomous Vehicle Control. | Amir Hussain, Kevin N. Gurney, Rudwan Abdullah, Jonathan M. Chambers |
| 2008 | Improving Associative Memory in a Network of Spiking Neurons. | Russell I. Hunter, Stuart Cobb, Bruce P. Graham |
| 2008 | Generating Complex Connectivity Structures for Large-Scale Neural Models. | Martin Hlse |
| 2008 | A Reward-Value Based Constructive Method for the Autonomous Creation of Machine Controllers. | Andreas Huemer, David A. Elizondo, Mario Gongora |
| 2008 | Introduction to Constructive and Optimization Aspects of SONN-3. | Adrian Horzyk |
| 2008 | Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps. | Timo Honkela, Sami Virpioja, Jaakko J. Vyrynen |
| 2008 | Tikhonov Regularization Parameter in Reproducing Kernel Hilbert Spaces with Respect to the Sensitivity of the Solution. | Katerina Hlavckov-Schindler |
| 2008 | Self-organized Reinforcement Learning Based on Policy Gradient in Nonstationary Environments. | Yu Hiei, Takeshi Mori, Shin Ishii |
| 2008 | Sparse Bayes Machines for Binary Classification. | Daniel Hernndez-Lobato |
| 2008 | Echo State Networks for Online Prediction of Movement Data - Comparing Investigations. | Sven Hellbach, Sren Strauss, Julian Eggert, Edgar Krner, Horst-Michael Gross |
| 2008 | Embedded Neural Network for Swarm Learning of Physical Robots. | Pitoyo Hartono, Sachiko Kakita |
| 2008 | Towards a Neural Model of Mental Simulation. | Matthew Hartley, John G. Taylor |
| 2008 | Observational Versus Trial and Error Effects in a Model of an Infant Learning Paradigm. | Matthew Hartley, Jacqueline Fagard, Rana Esseily, John G. Taylor |
| 2008 | Municipal Creditworthiness Modelling by Kohonen's Self-Organizing Feature Maps and Fuzzy Logic Neural Networks. | Petr Hjek, Vladimr Olej |
| 2008 | Semi-supervised Learning of Tree-Structured RBF Networks Using Co-training. | Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Gnther Palm |
| 2008 | Predicting the Performance of Learning Algorithms Using Support Vector Machines as Meta-regressors. | Silvio B. Guerra, Ricardo Bastos Cavalcante Prudncio, Teresa Bernarda Ludermir |
| 2008 | Multigrid Reinforcement Learning with Reward Shaping. | Marek Grzes, Daniel Kudenko |
| 2008 | Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters. | Marek Grochowski, Wlodzislaw Duch |
| 2008 | Extraction of Binary Features by Probabilistic Neural Networks. | Jir Grim |
| 2008 | Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products. | Pablo M. Granitto, Franco Biasioli, Cesare Furlanello, Flavia Gasperi |
| 2008 | Short Term Plasticity Provides Temporal Filtering at Chemical Synapses. | Bruce P. Graham, Christian Stricker |
| 2008 | FLSOM with Different Rates for Classification in Imbalanced Datasets. | Ivn Machn Gonzlez, Hilario Lpez Garca |
| 2008 | Enhancing Topology Preservation during Neural Field Development Via Wiring Length Minimization. | Claudius Glser, Frank Joublin, Christian Goerick |
| 2008 | Implementing Fuzzy Reasoning on a Spiking Neural Network. | Cornelius Glackin, Liam McDaid, Liam P. Maguire, Heather M. Sayers |