| 2005 | Short Term Memory and Pattern Matching with Simple Echo State Networks. | Georg Fette, Julian Eggert |
| 2005 | Comparing Neural Network Architecture for Pattern Recognize System on Artificial Noses. | Aida Araujo Ferreira, Teresa Bernarda Ludermir, Ronaldo Ribeiro Barbosa de Aquino |
| 2005 | A NeuroFuzzy Controller for 3D Virtual Centered Navigation in Medical Images of Tubular Structures. | Luca Ferrarini, Hans Olofsen, Johan H. C. Reiber, Faiza Admiraal-Behloul |
| 2005 | Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes. | Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa |
| 2005 | Predictive Speech Coding Improvements Based on Speaker Recognition Strategies. | Marcos Fandez-Zanuy |
| 2005 | Minimizing Uncertainty in Semantic Identification When Computing Resources Are Limited. | Manolis Falelakis, Christos Diou, Manolis Wallace, Anastasios Delopoulos |
| 2005 | Optimal Control Yields Power Law Behavior. | Christian W. Eurich, Klaus Pawelzik |
| 2005 | A First Attempt at Constructing Genetic Programming Expressions for EEG Classification. | Csar Estbanez, Jos Mara Valls, Ricardo Aler, Ins Mara Galvn |
| 2005 | Action Understanding and Imitation Learning in a Robot-Human Task. | Wolfram Erlhagen, Albert Mukovskiy, Estela Bicho, Giorgio Panin, Csaba Kiss, Alois C. Knoll, Hein T. van Schie, Harold Bekkering |
| 2005 | Reducing the Effect of Out-Voting Problem in Ensemble Based Incremental Support Vector Machines. | Zeki Erdem, Robi Polikar, Fikret S. Grgen, Nejat Yumusak |
| 2005 | Prediction of | Jae-Hong Eom, Byoung-Tak Zhang |
| 2005 | Can Dynamic Neural Filters Produce Pseudo-Random Sequences?. | Yishai M. Elyada, David Horn |
| 2005 | Current Trends on Knowledge Extraction and Neural Networks. | David A. Elizondo, Mario Gongora |
| 2005 | Human Face Detection Using New High Speed Modular Neural Networks. | Hazem M. El-Bakry |
| 2005 | Pattern Detection Using Fast Normalized Neural Networks. | Hazem M. El-Bakry |
| 2005 | Tolerance of Radial Basis Functions Against Stuck-At-Faults. | Ralf Eickhoff, Ulrich Rckert |
| 2005 | Support Vector Neural Training. | Wlodzislaw Duch |
| 2005 | Neural Network Algorithm for Events Forecasting and Its Application to Space Physics Data. | S. A. Dolenko, Yu. V. Orlov, I. G. Persiantsev, Ju. S. Shugai |
| 2005 | Using the Levenberg-Marquardt for On-line Training of a Variant System. | Fernando Morgado Dias, Ana Antunes, Jos M. N. Vieira, Alexandre Manuel Mota |
| 2005 | A Modular Single-Hidden-Layer Perceptron for Letter Recognition. | Daqi Gao, Shangming Zhu, Wenbing Gu |
| 2005 | An Agent-Based PLA for the Cascade Correlation Learning Architecture. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2005 | Artificial Neural Receptive Field for Stereovision. | Boguslaw Cyganek |
| 2005 | A Biophysical Model of Decision Making in an Antisaccade Task Through Variable Climbing Activity. | Vassilis Cutsuridis, Ioannis Kahramanoglou, Stavros J. Perantonis, Ioannis Evdokimidis, Nikolaos Smyrnis |
| 2005 | Detecting Compounded Anomalous SNMP Situations Using Cooperative Unsupervised Pattern Recognition. | Emilio Corchado, lvaro Herrero, Jos Manuel Siz |
| 2005 | The Computational Model to Simulate the Progress of Perceiving Patterns in Neuron Population. | Wen-Chuang Chou, Tsung-Ying Sun |