| 2005 | Optimal Strategy for Resource Allocation of Two-Dimensional Potts Model Using Genetic Algorithm. | Wing Keung Cheung, Kwok Yip Szeto |
| 2005 | Fault Detection and Prediction of Clocks and Timers Based on Computer Audition and Probabilistic Neural Networks. | Shengyong Chen, Chunyan Yao, Gang Xiao, Y. S. Ying, Wanliang Wang |
| 2005 | Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System. | Otman Chakkor, Carlos Garca Puntonet, Begoa Pino, Juan Manuel Grriz |
| 2005 | Graph Partitioning via Recurrent Multivalued Neural Networks. | Enrique Mrida Casermeiro, Domingo Lpez-Rodrguez |
| 2005 | An Evolutionary Environment for Wind Turbine Blade Design. | Vicente Daz Cass, Fernando Lpez-Pea, Adolfo Lamas, Richard J. Duro |
| 2005 | Lookup Table Powered Neural Event-Driven Simulator. | Richard R. Carrillo, Eduardo Ros, Eva M. Ortigosa, Boris Barbour, Rodrigo Ags |
| 2005 | Balanced Boosting with Parallel Perceptrons. | Ivn Cantador, Jos R. Dorronsoro |
| 2005 | FPGA Implementation of Hopfield Networks for Systems Identification. | Hafida Boumeridja, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2005 | Real-Time Spiking Neural Network: An Adaptive Cerebellar Model. | Christian Boucheny, Richard R. Carrillo, Eduardo Ros, Olivier J. M. D. Coenen |
| 2005 | A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA. | Matthias Bhm, Kurt Stadlthanner, Elmar Wolfgang Lang, Ana Maria Tom, Ana R. Teixeira, Fabian J. Theis, Carlos Garca Puntonet |
| 2005 | Combining Ant Colony Optimization with Dynamic Programming for Solving the k-Cardinality Tree Problem. | Christian Blum, Maria J. Blesa |
| 2005 | Analysis of the Sanger Hebbian Neural Network. | Jos Andrs Berzal, Pedro J. Zufiria |
| 2005 | Characterizing Self-developing Biological Neural Networks: A First Step Towards Their Application to Computing Systems. | Hugues Berry, Olivier Temam |
| 2005 | Use of ANN in a Research Reactor Power Fuzzy Controller. | Jorge S. Bentez-Read, Da Ruan, Jorge A. Ruiz-Enciso, Rgulo Lpez-Callejas, Joel O. Pacheco-Sotelo |
| 2005 | Evolution of Cooperating ANNs Through Functional Phenotypic Affinity. | Francisco Bellas, Jos Antonio Becerra, Richard J. Duro |
| 2005 | Using Kolmogorov Inspired Gates for Low Power Nanoelectronics. | Valeriu Beiu, Artur Zawadski, Razvan Andonie, Snorre Aunet |
| 2005 | Ultra Low-Power Neural Inspired Addition: When Serial Might Outperform Parallel Architectures. | Valeriu Beiu, Asbjrn Djupdal, Snorre Aunet |
| 2005 | Multichannel Blind Signal Separation in Semiconductor-Based GAS Sensor Arrays. | Guillermo Bedoya, Sergio Bermejo, Joan Cabestany |
| 2005 | Complex Behaviours Through Modulation in Autonomous Robot Control. | Jos Antonio Becerra, Francisco Bellas, Jos Santos Reyes, Richard J. Duro |
| 2005 | A New Fuzzy Approach for Edge Detection. | Yasar Becerikli, Tayfun M. Karan |
| 2005 | An ICA Approach to Detect Functionally Different Intra-regional Neuronal Signals in MEG Data. | Giulia Barbati, Camillo Porcaro, Filippo Zappasodi, Franca Tecchio |
| 2005 | Input Variable Selection in Hierarchical RBF Networks. | Mohammed Awad, Hctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto |
| 2005 | Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach. | Mohammed Awad, Hctor Pomares, Luis Javier Herrera, Jess Gonzlez, Alberto Guilln, Fernando Rojas |
| 2005 | Fast Classification with Neural Networks via Confidence Rating. | Jernimo Arenas-Garca, Vanessa Gmez-Verdejo, Sergio Muoz-Romero, Manuel Ortega-Moral, Anbal R. Figueiras-Vidal |
| 2005 | Manifold Constrained Finite Gaussian Mixtures. | Cdric Archambeau, Michel Verleysen |