| 2007 | Selection of Decision Stumps in Bagging Ensembles. | Gonzalo Martnez-Muoz, Daniel Hernndez-Lobato, Alberto Surez |
| 2007 | Personalized Web Page Filtering Using a Hopfield Neural Network. | Armando Marin, Juan Manuel Adn Coello, Joo Lus Garcia Rosa, Carlos Miguel Tobar, Ricardo Lus de Freitas |
| 2007 | Generalized Softmax Networks for Non-linear Component Extraction. | Jrg Lcke, Maneesh Sahani |
| 2007 | A Dynamical Model for Receptive Field Self-organization in V1 Cortical Columns. | Jrg Lcke |
| 2007 | Soft Clustering for Nonparametric Probability Density Function Estimation. | Ezequiel Lpez-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo Lpez-Rodrguez, Mara del Carmen Vargas-Gonzlez |
| 2007 | Untitled record | Domingo Lpez-Rodrguez, Enrique Mrida Casermeiro, Juan Miguel Ortiz-de-Lazcano-Lobato, Gloria Galn Marn |
| 2007 | An Improved Greedy Bayesian Network Learning Algorithm on Limited Data. | Feng Liu, Fengzhan Tian, QiLiang Zhu |
| 2007 | Implementing Classical Conditioning with Spiking Neurons. | Chong Liu, Jonathan Shapiro |
| 2007 | Cluster Domains in Binary Minimization Problems. | Leonid B. Litinskii |
| 2007 | Boosting Algorithm to Improve a Voltage Waveform Classifier Based on Artificial Neural Network. | Milde M. S. Lira, Ronaldo Ribeiro Barbosa de Aquino, Aida Araujo Ferreira, Manoel A. Carvalho, Otoni Nbrega Neto, Gabriela S. M. Santos, Carlos Alberto B. de O. Lira |
| 2007 | Least-Mean-Square Training of Cluster-Weighted Modeling. | I-Chun Lin, Cheng-Yuan Liou |
| 2007 | Neural Models in Computationally Efficient Predictive Control Cooperating with Economic Optimisation. | Maciej Lawrynczuk |
| 2007 | Suboptimal Nonlinear Predictive Control with Structured Neural Models. | Maciej Lawrynczuk |
| 2007 | Estimating the Size of Neural Networks from the Number of Available Training Data. | Georgios Lappas |
| 2007 | The Role of Internal Oscillators for the One-Shot Learning of Complex Temporal Sequences. | Matthieu Lagarde, Pierre Andry, Philippe Gaussier |
| 2007 | Models of Orthogonal Type Complex-Valued Dynamic Associative Memories and Their Performance Comparison. | Yasuaki Kuroe, Yuriko Taniguchi |
| 2007 | Vector Field Approximation by Model Inclusive Learning of Neural Networks. | Yasuaki Kuroe, Hajimu Kawakami |
| 2007 | Fixed Points of the Abe Formulation of Stochastic Hopfield Networks. | Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs |
| 2007 | A Two-Layer ICA-Like Model Estimated by Score Matching. | Urs Kster, Aapo Hyvrinen |
| 2007 | Neural Substructures for Appraisal in Emotion: Self-esteem and Depression. | Nienke J. H. Korsten, Nickolaos F. Fragopanagos, John G. Taylor |
| 2007 | A Topology-Independent Similarity Measure for High-Dimensional Feature Spaces. | Jochen Kerdels, Gabriele Peters |
| 2007 | A Control Approach to a Biophysical Neuron Model. | Tim Kaulmann, Axel Lffler, Ulrich Rckert |
| 2007 | Developing Concept Representations. | Stathis Kasderidis |
| 2007 | Global Robust Stability of Competitive Neural Networks with Continuously Distributed Delays and Different Time Scales. | Yonggui Kao, Qinghe Ming |
| 2007 | Edge-Preserving Bayesian Image Superresolution Based on Compound Markov Random Fields. | Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii |