| 2012 | Integration of Static and Self-motion-Based Depth Cues for Efficient Reaching and Locomotor Actions. | Beata J. Grzyb, Vicente Castell, Marco Antonelli, Angel Pasqual del Pobil |
| 2012 | Comparative Evaluation of Regression Methods for 3D-2D Image Registration. | Ana Isabel Rodrigues Gouveia, Coert Metz, Luis Freire, Stefan Klein |
| 2012 | The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study. | Andr R. Gonalves, Rosana Veroneze, Salomo Sampaio Madeiro, Carlos R. B. Azevedo, Fernando J. Von Zuben |
| 2012 | Biological Brain and Binary Code: Quality of Coding for Face Recognition. | Joo da Silva Gomes, Roman Borisyuk |
| 2012 | Recognizing Human Activities Using a Layered Markov Architecture. | Michael Glodek, Georg Layher, Friedhelm Schwenker, Gnther Palm |
| 2012 | Autoencoding Ground Motion Data for Visualisation. | Nikolaos Gianniotis, Carsten Riggelsen, Nicolas Khn, Frank Scherbaum |
| 2012 | Nested Sequential Minimal Optimization for Support Vector Machines. | Alessandro Ghio, Davide Anguita, Luca Oneto, Sandro Ridella, Carlotta Schatten |
| 2012 | Temporal Patterns in Artificial Reaction Networks. | Claire Gerrard, John A. W. McCall, George Macleod Coghill, Christopher MacLeod |
| 2012 | A Biologically Realizable Bayesian Computation in a Cortical Neural Network. | Daiki Futagi, Katsunori Kitano |
| 2012 | Learning Using Privileged Information in Prototype Based Models. | Shereen Fouad, Peter Tio, Somak Raychaudhury, Petra Schneider |
| 2012 | An Investigation of Ensemble Systems Applied to Encrypted and Cancellable Biometric Data. | Isaac de L. Oliveira Filho, Benjamn R. C. Bedregal, Anne M. P. Canuto |
| 2012 | Integrating Neural Networks and Chaotic Measurements for Modelling Epileptic Brain. | Maurizio Fiasch, Stefan Schliebs, Lino Nobili |
| 2012 | Estimating a Causal Order among Groups of Variables in Linear Models. | Doris Entner, Patrik O. Hoyer |
| 2012 | Correntropy-Based Document Clustering via Nonnegative Matrix Factorization. | Tolga Ensari, Jan Chorowski, Jacek M. Zurada |
| 2012 | Text Recognition in Videos Using a Recurrent Connectionist Approach. | Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sbillot |
| 2012 | A Dynamic Field Architecture for the Generation of Hierarchically Organized Sequences. | Boris Durn, Yulia Sandamirskaya, Gregor Schner |
| 2012 | Comparison of Input Data Compression Methods in Neural Network Solution of Inverse Problem in Laser Raman Spectroscopy of Natural Waters. | Sergey Dolenko, Tatiana A. Dolenko, Sergey Burikov, Victor V. Fadeev, Alexey Sabirov, Igor Persiantsev |
| 2012 | Self-Organizing Map and Tree Topology for Graph Summarization. | Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah |
| 2012 | Construction of Emerging Markets Exchange Traded Funds Using Multiobjective Particle Swarm Optimisation. | Marta Dez-Fernndez, Sergio Alvarez Telea, Denise Gorse |
| 2012 | Learning How to Select an Action: A Computational Model. | Berat Denizdurduran, Neslihan Serap Sengr |
| 2012 | Biomimetic Binaural Sound Source Localisation with Ego-Noise Cancellation. | Jorge Dvila-Chacn, Stefan Heinrich, Jindong Liu, Stefan Wermter |
| 2012 | Differential Entropy of Multivariate Neural Spike Trains. | Nanyi Cui, Jiaying Tang, Simon R. Schultz |
| 2012 | Evolutionary Support Vector Machines for Time Series Forecasting. | Paulo Cortez, Juan Peralta Donate |
| 2012 | Silicon Neurons That Compute. | Swadesh Choudhary, Steven Sloan, Sam Fok, Alexander Neckar, Eric Trautmann, Peiran Gao, Terry C. Stewart, Chris Eliasmith, Kwabena Boahen |
| 2012 | Tikhonov-Type Regularization for Restricted Boltzmann Machines. | KyungHyun Cho, Alexander Ilin, Tapani Raiko |