| 2008 | Manifold Construction Using the Multilayer Perceptron. | Wei-Chen Cheng, Cheng-Yuan Liou |
| 2008 | Efficient Video Shot Summarization Using an Enhanced Spectral Clustering Approach. | Vasileios Chasanis, Aristidis Likas, Nikolas P. Galatsanos |
| 2008 | Predictive Modeling with Echo State Networks. | Michal Cernansk, Peter Tio |
| 2008 | ECG Signal Classification Using GAME Neural Network and Its Comparison to Other Classifiers. | Miroslav Cepek, Miroslav Snorek, Vclav Chudcek |
| 2008 | Assemblies as Phase-Locked Pattern Sets That Collectively Win the Competition for Coherence. | Thomas Burwick |
| 2008 | Nature Inspired Methods in the Radial Basis Function Network Learning Process. | Miroslav Bursa, Lenka Lhotsk |
| 2008 | Hybrid Evolution of Heterogeneous Neural Networks. | Zdenek Buk, Miroslav Snorek |
| 2008 | Online Clustering of Non-stationary Data Using Incremental and Decremental SVM. | Khaled Boukharouba, Stphane Lecoeuche |
| 2008 | A Statistical Model for Histogram Refinement. | Nizar Bouguila, Walid ElGuebaly |
| 2008 | Learning of Neural Information Routing for Correspondence Finding. | Jan D. Bouecke, Jrg Lcke |
| 2008 | Modeling and Synthesis of Computational Efficient Adaptive Neuro-Fuzzy Systems Based on Matlab. | Guillermo Bosque, Javier Echanobe, Ins del Campo, Jos Manuel Tarela |
| 2008 | Selective Attention Model of Moving Objects. | Roman Borisyuk, David Chik, Yakov B. Kazanovich |
| 2008 | A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets. | Gianluca Bontempi, Patrick E. Meyer |
| 2008 | Identifying Single Source Data for Mixing Matrix Estimation in Instantaneous Blind Source Separation. | Pau Bofill |
| 2008 | Image Classification by Histogram Features Created with Learning Vector Quantization. | Marcin Blachnik, Jorma Laaksonen |
| 2008 | Building Localized Basis Function Networks Using Context Dependent Clustering. | Marcin Blachnik, Wlodzislaw Duch |
| 2008 | MBabCoNN - A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull. | Joo Roberto Bertini Jr., Maria do Carmo Nicoletti |
| 2008 | Spatio-temporal Summarizing Method of Periodic Image Sequences with Kohonen Maps. | Mohamed Berkane, Patrick Clarysse, Isabelle E. Magnin |
| 2008 | Several Enhancements to Hermite-Based Approximation of One-Variable Functions. | Bartlomiej Beliczynski, Bernardete Ribeiro |
| 2008 | A Classification Method of Children with Developmental Dysphasia Based on Disorder Speech Analysis. | Marek Brtu, Jana Tuckov |
| 2008 | Fuzzy Growing Hierarchical Self-Organizing Networks. | Miguel Arturo Barreto-Sanz, Andrs Prez-Uribe, Carlos Andrs Pea-Reyes, Marco Tomassini |
| 2008 | A 4-Vector MDM Algorithm for Support Vector Training. | lvaro Barbero Jimnez, Jorge Lpez Lzaro, Jos R. Dorronsoro |
| 2008 | TriangleVision: A Toy Visual System. | Thomas Bangert |
| 2008 | Synaptic Rewiring for Topographic Map Formation. | Simeon A. Bamford, Alan F. Murray, David J. Willshaw |
| 2008 | A Neighborhood-Based Competitive Network for Video Segmentation and Object Detection. | Rafael Marcos Luque Baena, Enrique Domnguez, Domingo Lpez-Rodrguez, Esteban J. Palomo |