| 2012 | Comparative Study on Information Theoretic Clustering and Classical Clustering Algorithms. | Daniel de Arajo, Adrio Duarte Dria Neto, Allan de Medeiros Martins |
| 2012 | A "Learning from Models" Cognitive Fault Diagnosis System. | Cesare Alippi, Manuel Roveri, Francesco Trov |
| 2012 | Sparse Linear Wind Farm Energy Forecast. | Carlos M. Alaz, Alberto Torres, Jos R. Dorronsoro |
| 2012 | Control of Biped Robot Joints' Angles Using Coordinated Matsuoka Oscillators. | Asiya M. Al-Busaidi, Riadh Zaier, Amer S. Al-Yahmadi |
| 2012 | Associative Memory in Neuronal Networks of Spiking Neurons: Architecture and Storage Analysis. | Everton J. Agnes, Rubem Erichsen Jr., Leonardo Gregory Brunnet |
| 2012 | Training Mahalanobis Kernels by Linear Programming. | Shigeo Abe |
| 2011 | Historical Consistent Complex Valued Recurrent Neural Network. | Hans-Georg Zimmermann, Alexey Minin, Victoria Kusherbaeva |
| 2011 | Robot Trajectory Prediction and Recognition Based on a Computational Mirror Neurons Model. | Junpei Zhong, Cornelius Weber, Stefan Wermter |
| 2011 | Gaze- and Speech-Enhanced Content-Based Image Retrieval in Image Tagging. | He Zhang, Teemu Ruokolainen, Jorma Laaksonen, Christina Hochleitner, Rudolf Traunmller |
| 2011 | Cluster Self-organization of Known and Unknown Environmental Sounds Using Recurrent Neural Network. | Yang Zhang, Shun Nishide, Toru Takahashi, Hiroshi G. Okuno, Tetsuya Ogata |
| 2011 | Chaotic Complex-Valued Multidirectional Associative Memory with Variable Scaling Factor. | Akio Yoshida, Yuko Osana |
| 2011 | An Evaluation of the Image Recognition Method Using Pulse Coupled Neural Network. | Masato Yonekawa, Hiroaki Kurokawa |
| 2011 | Person Tracking Based on a Hybrid Neural Probabilistic Model. | Wenjie Yan, Cornelius Weber, Stefan Wermter |
| 2011 | Kullback-Leibler Divergence for Nonnegative Matrix Factorization. | Zhirong Yang, He Zhang, Zhijian Yuan, Erkki Oja |
| 2011 | Predicting Reaction Times in Word Recognition by Unsupervised Learning of Morphology. | Sami Virpioja, Minna Lehtonen, Annika Hultn, Riitta Salmelin, Krista Lagus |
| 2011 | Hybrid Parallel Classifiers for Semantic Subspace Learning. | Nandita Tripathi, Michael P. Oakes, Stefan Wermter |
| 2011 | An Examination of the Dynamic Interaction within Metaphor Understanding Using a Model Simulation. | Asuka Terai, Saori Hirose, Naoko Kuriyama, Masanori Nakagawa |
| 2011 | Modelling Hypothetical Wage Equation by Neural Networks. | Jaakko Talonen, Miki Sirola |
| 2011 | A Sentence Generation Network That Learns Surface and Abstract Syntactic Structures. | Martin Takc, Lubica Benuskov, Alistair Knott |
| 2011 | Cross-Species Translation of Multi-way Biomarkers. | Tommi Suvitaival, Ilkka Huopaniemi, Matej Oresic, Samuel Kaski |
| 2011 | A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems -An Application to Chaos in a Dripping Faucet-. | Hiromichi Suetani, Shotaro Akaho |
| 2011 | Multistart Strategy Using Delta Test for Variable Selection. | Dusan Sovilj |
| 2011 | Forecasting Road Condition after Maintenance Works by Linear Methods and Radial Basis Function Networks. | Konsta Sirvio, Jaakko Hollmn |
| 2011 | Accelerating Kernel Neural Gas. | Frank-Michael Schleif, Andrej Gisbrecht, Barbara Hammer |
| 2011 | Weighted Mutual Information for Feature Selection. | Erik Schaffernicht, Horst-Michael Gross |