| 2005 | Building Smooth Neighbourhood Kernels via Functional Data Analysis. | Alberto Muoz, Javier M. Moguerza |
| 2005 | Causal Neural Control of a Latching Ocean Wave Point Absorber. | T. R. Mundon, Alan F. Murray, John Hallam, Leena N. Patel |
| 2005 | Neural Architecture for Concurrent Map Building and Localization Using Adaptive Appearance Maps. | Steffen Mller, Alexander Koenig, Horst-Michael Gross |
| 2005 | Comparison of Neural Network Robot Models with Not Inverted and Inverted Inertia Matrix. | Jakub Mozaryn, Jerzy E. Kurek |
| 2005 | Optimal Information Transmission Through Cortico-Cortical Synapses. | Marcelo A. Montemurro, Stefano Panzeri |
| 2005 | Accurate and Robust Image Superresolution by Neural Processing of Local Image Representations. | Carlos Miravet, Francisco de Borja Rodrguez |
| 2005 | Completing Hedge Fund Missing Net Asset Values Using Kohonen Maps and Constrained Randomization. | Paul Merlin, Bertrand Maillet |
| 2005 | Systolic Realization of Kohonen Neural Network. | Jacek Mazurkiewicz |
| 2005 | Extended Hopfield Network for Sequence Learning: Application to Gesture Recognition. | Andr Maurer, Micha Hersch, Aude Billard |
| 2005 | A Neurocomputational Approach to Decision Making and Aging. | Rui Mata |
| 2005 | Approximating the Neyman-Pearson Detector for Swerling I Targets with Low Complexity Neural Networks. | David de la Mata-Moya, Pilar Jarabo Amores, Manuel Rosa-Zurera, Francisco Lpez-Ferreras, Raul Vicen-Bueno |
| 2005 | SoftDoubleMinOver: A Simple Procedure for Maximum Margin Classification. | Thomas Martinetz, Kai Labusch, Daniel Schneega |
| 2005 | Data Fusion for Modern Engineering Applications: An Overview. | Danilo P. Mandic, Dragan Obradovic, Anthony Kuh, Tlay Adali, Udo Trutschel, Martin Golz, Philippe De Wilde, Javier A. Barria, Anthony G. Constantinides, Jonathon A. Chambers |
| 2005 | Neural Network Use for the Identification of Factors Related to Common Mental Disorders. | Teresa Bernarda Ludermir, C. R. S. Lopes, A. B. Ludermir, Marclio Carlos Pereira de Souto |
| 2005 | Dynamics of Cortical Columns - Self-organization of Receptive Fields. | Jrg Lcke, Jan D. Bouecke |
| 2005 | Dynamics of Cortical Columns - Sensitive Decision Making. | Jrg Lcke |
| 2005 | Recovery of Performance in a Partially Connected Associative Memory Network Through Coding. | Kit Longden |
| 2005 | Immune Clonal Selection Wavelet Network Based Intrusion Detection. | Fang Liu, Lan Luo |
| 2005 | Eigenvalue Problem Approach to Discrete Minimization. | Leonid B. Litinskii |
| 2005 | A New Method of Learning Bayesian Networks Structures from Incomplete Data. | Xiao-Lin Li, Xiangdong He, Senmiao Yuan |
| 2005 | A Novel Technique for Data Visualization Based on SOM. | Guanglan Liao, Tielin Shi, Shiyuan Liu, Jianping Xuan |
| 2005 | SOM-Based Wavelet Filtering for the Exploration of Medical Images. | Birgit Lessmann, Andreas Degenhard, Preminda Kessar, Linda Pointon, Michael Khazen, Martin O. Leach, Tim W. Nattkemper |
| 2005 | LS-SVM Hyperparameter Selection with a Nonparametric Noise Estimator. | Amaury Lendasse, Yongnan Ji, Nima Reyhani, Michel Verleysen |
| 2005 | Myocardial Blood Flow Quantification in Dynamic PET: An Ensemble ICA Approach. | Byeong Il Lee, Jae Sung Lee, Dong Soo Lee, Seungjin Choi |
| 2005 | Localization of Abnormal EEG Sources Incorporating Constrained BSS. | Mohamed Amin Latif, Saeid Sanei, Jonathon A. Chambers |