| 2005 | Monotonic Multi-layer Perceptron Networks as Universal Approximators. | Bernhard Lang |
| 2005 | Face Detection Using Convolutional Neural Networks and Gabor Filters. | Bogdan Kwolek |
| 2005 | Evolution of Heuristics for Give-Away Checkers. | Magdalena Kusiak, Karol Waledzik, Jacek Mandziuk |
| 2005 | Models of Self-correlation Type Complex-Valued Associative Memories and Their Dynamics. | Yasuaki Kuroe, Yuriko Taniguchi |
| 2005 | Representation and Identification Method of Finite State Automata by Recurrent High-Order Neural Networks. | Yasuaki Kuroe |
| 2005 | Application of Domain Neural Network to Optimization Tasks. | Boris Kryzhanovsky, Bashir Magomedov |
| 2005 | Generalized Net Models of MLNN Learning Algorithms. | Maciej Krawczak |
| 2005 | A Way to Aggregate Multilayer Neural Networks. | Maciej Krawczak |
| 2005 | Automated Extraction of Object- and Event-Metadata from Gesture Video Using a Bayesian Network. | Dimitrios I. Kosmopoulos |
| 2005 | Ensemble Techniques for Credibility Estimation of GAME Models. | Pavel Kordk, Miroslav Snorek |
| 2005 | A Neurofuzzy Methodology for the Diagnosis of Wireless-Capsule Endoscopic Images. | Vassilis S. Kodogiannis, H. S. Chowdrey |
| 2005 | Coexistence of Fuzzy and Crisp Concepts in Document Maps. | Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Krzysztof Ciesielski, Michal Draminski, Dariusz Czerski |
| 2005 | Online Learning for Object Recognition with a Hierarchical Visual Cortex Model. | Stephan Kirstein, Heiko Wersing, Edgar Krner |
| 2005 | Neural Network Based Adult Image Classification. | Wonil Kim, Han-Ku Lee, Seong-Joon Yoo, Sung Wook Baik |
| 2005 | On Spectral Basis Selection for Single Channel Polyphonic Music Separation. | Minje Kim, Seungjin Choi |
| 2005 | A Neural Network for Text Representation. | Mikaela Keller, Samy Bengio |
| 2005 | Linear Dimension Reduction Based on the Fourth-Order Cumulant Tensor. | Motoaki Kawanabe |
| 2005 | Experimental Demonstration of Learning Properties of a New Supervised Learning Method for the Spiking Neural Networks. | Andrzej J. Kasinski, Filip Ponulak |
| 2005 | Combining Attention and Value Maps. | Stathis Kasderidis, John G. Taylor |
| 2005 | Computational Neurogenetic Modeling: Integration of Spiking Neural Networks, Gene Networks, and Signal Processing Techniques. | Nikola K. Kasabov, Lubica Benuskova, Simei Gomes Wysoski |
| 2005 | A Hierarchical Support Vector Machine Based Solution for Off-line Inverse Modeling in Intelligent Robotics Applications. | Dimitris A. Karras |
| 2005 | The Method of Inflection Errors Correction in Texts Composed in Polish Language - A Concept. | Tomasz Kaplon, Jacek Mazurkiewicz |
| 2005 | A Model for Delay Activity Without Recurrent Excitation. | Marc de Kamps |
| 2005 | Maximizing the Ratio of Information to Its Cost in Information Theoretic Competitive Learning. | Ryotaro Kamimura, Sachiko Aida-Hyugaji |
| 2005 | An Inductive Learning Algorithm with a Partial Completeness and Consistence via a Modified Set Covering Problem. | Janusz Kacprzyk, Grazyna Szkatula |