| 2007 | Partially Activated Neural Networks by Controlling Information. | Ryotaro Kamimura |
| 2007 | Building a Bridge Between Spiking and Artificial Neural Networks. | Florian Kaiser, Fridtjof Feldbusch |
| 2007 | Meta-evolution Strategy to Focused Crawling on Semantic Web. | Jason J. Jung, GeunSik Jo, Seong Won Yeo |
| 2007 | Evolutionary Multi-objective Optimization of Spiking Neural Networks. | Yaochu Jin, Ruojing Wen, Bernhard Sendhoff |
| 2007 | Identifying the Underlying Hierarchical Structure of Clusters in Cluster Analysis. | Kazunori Iwata, Akira Hayashi |
| 2007 | Separation and Recognition of Multiple Sound Source Using Pulsed Neuron Model. | Kaname Iwasa, Hideaki Inoue, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata |
| 2007 | Dynamics of Discrete-Time Quaternionic Hopfield Neural Networks. | Teijiro Isokawa, Haruhiko Nishimura, Naotake Kamiura, Nobuyuki Matsui |
| 2007 | A Direct Measurement of Internal Model Learning Rates in a Visuomotor Tracking Task. | Abraham K. Ishihara, Johan van Doornik, Terence D. Sanger |
| 2007 | Estimation of Poles of Zeta Function in Learning Theory Using Pad Approximation. | Ryosuke Iriguchi, Sumio Watanabe |
| 2007 | Nonlinear Dynamics Emerging in Large Scale Neural Networks with Ontogenetic and Epigenetic Processes. | Javier Iglesias, Olga K. Chibirova, Alessandro E. P. Villa |
| 2007 | Deformable Radial Basis Functions. | Wolfgang Hbner, Hanspeter A. Mallot |
| 2007 | Data Fusion and Auto-fusion for Quantitative Structure-Activity Relationship (QSAR). | Changjian Huang, Mark J. Embrechts, Nagamani Sukumar, Curt M. Breneman |
| 2007 | Fuzzy Classifiers Based on Kernel Discriminant Analysis. | Ryota Hosokawa, Shigeo Abe |
| 2007 | Analysis and Comparative Study of Source Separation Performances in Feed-Forward and Feed-Back BSSs Based on Propagation Delays in Convolutive Mixture. | Akihide Horita, Kenji Nakayama, Akihiro Hirano |
| 2007 | On Incorporating Seasonal Information on Recursive Time Series Predictors. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Gins Rubio |
| 2007 | GARCH Processes with Non-parametric Innovations for Market Risk Estimation. | Jos Miguel Hernndez-Lobato, Daniel Hernndez-Lobato, Alberto Surez |
| 2007 | A Comparison of Features in Parts-Based Object Recognition Hierarchies. | Stephan Hasler, Heiko Wersing, Edgar Krner |
| 2007 | A Simple Model of Cortical Activations During Both Observation and Execution of Reach-to-Grasp Movements. | Matthew Hartley, John G. Taylor |
| 2007 | Real-Time Foreground-Background Segmentation Using Adaptive Support Vector Machine Algorithm. | Zhifeng Hao, Wen Wen, Zhou Liu, Xiaowei Yang |
| 2007 | Co-learning and the Development of Communication. | Viktor Gyenes, Andrs Lrincz |
| 2007 | A Fast Semi-linear Backpropagation Learning Algorithm. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Paula Fraguela |
| 2007 | FPGA Implementation of an Adaptive Stochastic Neural Model. | Giuliano Grossi, Federico Pedersini |
| 2007 | Learning Highly Non-separable Boolean Functions Using Constructive Feedforward Neural Network. | Marek Grochowski, Wlodzislaw Duch |
| 2007 | Recurrent Bayesian Reasoning in Probabilistic Neural Networks. | Jir Grim, Jan Hora |
| 2007 | Neurotransmitter Fields. | Douglas S. Greer |