| 2005 | On-Line Real-Time Oriented Application for Neuronal Spike Sorting with Unsupervised Learning. | Yoshiyuki Asai, Tatyana I. Aksenova, Alessandro E. P. Villa |
| 2005 | Manifold Constrained Variational Mixtures. | Cdric Archambeau, Michel Verleysen |
| 2005 | Study of Nitric Oxide Effect in the Hebbian Learning: Towards a Diffusive Hebb's Law. | Carmen Paz Surez Araujo, Pablo Fernndez Lpez, Patricio Garca Bez, Jos Regidor Garca |
| 2005 | Incremental Rule Pruning for Fuzzy ARTMAP Neural Network. | A. Andrs-Andrs, Eduardo Gmez-Snchez, Miguel L. Bote-Lorenzo |
| 2005 | Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks. | Tatyana I. Aksenova, Vladimir Volkovich, Alessandro E. P. Villa |
| 2005 | Neuronal Behavior with Sub-threshold Oscillations and Spiking/Bursting Activity Using a Piecewise Linear Two-Dimensional Map. | Carlos Aguirre, Doris Campos, Pedro Pascual, Eduardo Serrano |
| 2005 | Training of Support Vector Machines with Mahalanobis Kernels. | Shigeo Abe |
| 2005 | A New RBF Neural Network Based Non-linear Self-tuning Pole-Zero Placement Controller. | Rudwan Abdullah, Amir Hussain, Ali S. Zayed |
| 2005 | Biclustering Gene Expression Data in the Presence of Noise. | Ahsan Abdullah, Amir Hussain |
| 2003 | Multi-scale Switching Linear Dynamical Systems. | Onno Zoeter, Tom Heskes |
| 2003 | Dimension Reduction Based on Orthogonality - A Decorrelation Method in ICA. | Kun Zhang, Lai-Wan Chan |
| 2003 | System Identification Based on Online Variational Bayes Method and Its Application to Reinforcement Learning. | Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato |
| 2003 | Exploring Protein Functional Relationships Using Genomic Information and Data Mining Techniques. | Jack Y. Yang, Mary Qu Yang, Okan K. Ersoy |
| 2003 | A Design of CMAC Based Intelligent PID Controllers. | Toru Yamamoto, Ryota Kurozumi, Shoichiro Fujisawa |
| 2003 | Neural Network Ensemble with Negatively Correlated Features for Cancer Classification. | Hong-Hee Won, Sung-Bae Cho |
| 2003 | Sparse Coding with Invariance Constraints. | Heiko Wersing, Julian Eggert, Edgar Krner |
| 2003 | Learning Compatibility Functions for Feature Binding and Perceptual Grouping. | Sebastian Weng, Jochen J. Steil |
| 2003 | Optimizing Property Codes in Protein Data Reveals Structural Characteristics. | Olaf Weiss, Andreas Ziehe, Hanspeter Herzel |
| 2003 | Object Localisation Using Laterally Connected "What" and "Where" Associator Networks. | Cornelius Weber, Stefan Wermter |
| 2003 | Hierarchical Mixtures of Autoregressive Models for Time-Series Modeling. | Carmen Vidal, Alberto Surez |
| 2003 | Selecting Salient Features for Classification Committees. | Antanas Verikas, Marija Bacauskiene, Kerstin Malmqvist |
| 2003 | A Complex-Valued Spiking Machine. | Gilles Vaucher |
| 2003 | Fuzzy Model Identification Using Support Vector Clustering Method. | Aysegl Uar, Yakup Demir, Cneyt Gzelis |
| 2003 | Knowledge Refinement Using Fuzzy Compositional Neural Networks. | Vassilis Tzouvaras, Giorgos B. Stamou, Stefanos D. Kollias |
| 2003 | CrossNets: Neuromorphic Networks for Nanoelectronic Implementation. | zgr Trel, Konstantin Likharev |