| 2005 | Multi-step-ahead Prediction Based on B-Spline Interpolation and Adaptive Time-Delay Neural Network. | Jing-Xin Xie, Chuntian Cheng, Bin Yu, Qing-Rui Zhang |
| 2005 | Intelligent Pattern Generation for a Tactile Communication System. | Carsten Wilks, Rolf Eckmiller |
| 2005 | Classification of Face Images for Gender, Age, Facial Expression, and Identity. | Torsten Wilhelm, Hans-Joachim Bhme, Horst-Michael Gross |
| 2005 | Cellular Neural Networks for Color Image Segmentation. | Anna Wilbik |
| 2005 | A Global-Local Artificial Neural Network with Application to Wave Overtopping Prediction. | David Wedge, David M. Ingram, David McLean, Clive G. Mingham, Zuhair Bandar |
| 2005 | Image Segmentation by Complex-Valued Units. | Cornelius Weber, Stefan Wermter |
| 2005 | Reinforcement Learning in MirrorBot. | Cornelius Weber, David Muse, Mark Elshaw, Stefan Wermter |
| 2005 | Neural Coding Model of Associative Ontology with Up/Down State and Morphoelectrotonic Transform. | Norifumi Watanabe, Shun Ishizaki |
| 2005 | Some Issues About the Generalization of Neural Networks for Time Series Prediction. | Wen Wang, Pieter H. A. J. M. van Gelder, J. K. Vrijling |
| 2005 | Combining GAs and RBF Neural Networks for Fuzzy Rule Extraction from Numerical Data. | Manolis Wallace, Nicolas Tsapatsoulis |
| 2005 | Sequential Classification of Probabilistic Independent Feature Vectors Based on Multilayer Perceptron. | Tomasz Walkowiak |
| 2005 | Training Neural Networks Using Taguchi Methods: Overcoming Interaction Problems. | Alagappan Viswanathan, Christopher MacLeod, Grant M. Maxwell, Sashank Kalidindi |
| 2005 | An Iterative Artificial Neural Network for High Dimensional Data Analysis. | Armando Vieira |
| 2005 | Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals. | Franois B. Vialatte, Andrzej Cichocki, Grard Dreyfus, Toshimitsu Musha, Sergei L. Shishkin, Rmi Gervais |
| 2005 | Information Retrieval Based on a Neural-Network System with Multi-stable Neurons. | Yukihiro Tsuboshita, Hiroshi Okamoto |
| 2005 | Enhancing Cellular Automata by an Embedded Generalized Multi-layer Perceptron. | Giuseppe A. Trunfio |
| 2005 | A Gradient Rule for the Plasticity of a Neuron's Intrinsic Excitability. | Jochen Triesch |
| 2005 | Training HMM/ANN Hybrid Speech Recognizers by Probabilistic Sampling. | Lszl Tth, Andrs Kocsor |
| 2005 | New Results on Ensembles of Multilayer Feedforward. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2005 | Combination Methods for Ensembles of MF. | Joaqun Torres-Sospedra, Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2005 | New Ears for a Robot Cricket. | Ben Torben-Nielsen, Barbara Webb, Richard E. Reeve |
| 2005 | A Fast and Efficient Method for Compressing fMRI Data Sets. | Fabian J. Theis, Toshihisa Tanaka |
| 2005 | Functional MRI Analysis by a Novel Spatiotemporal ICA Algorithm. | Fabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang |
| 2005 | Hierarchical Clustering for Efficient Memory Allocation in CMAC Neural Network. | Sintiani Dewi Teddy, Edmund Ming-Kit Lai |
| 2005 | Coding of Objects in Low-Level Visual Cortical Areas. | Neill R. Taylor, Matthew Hartley, John G. Taylor |