| 2000 | Limitations of hybrid systems. | Barbara Hammer |
| 2000 | A generative model for sparse discrete binary data with non-uniform categorical priors. | Mark A. Girolami |
| 2000 | Simplified neural architectures for symmetric boolean functions. | Bernard Girau |
| 2000 | A comparative design of a MIMO neural adaptive rate damping for a nonlinear helicopter model. | Piero A. Gili, Manuela Battipede |
| 2000 | Self-Organisation in the SOM with a finite number of possible inputs. | John A. Flanagan |
| 2000 | Load forecasting dealing with medium voltage network reconfiguration. | Jos Nuno Fidalgo, Joo Abel Peas Lopes |
| 2000 | Competitive neural networks for robust computation of the optical flow. | Elsa Fernndez, Imanol Echave, Manuel Graa |
| 2000 | Influence of weight-decay training in input selection methods. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2000 | Establishing retinotopy by lateral-inhibition type homogeneous neural fields. | Winfried A. Fellenz, John G. Taylor |
| 2000 | Committee formation for reliable and accurate neural prediction in industry. | Peter J. Edwards, Alan F. Murray |
| 2000 | Using higher order synapses and nodes to improve sensing capabilities of mobile robots. | Richard J. Duro, Jos Santos Reyes, Jos Antonio Becerra, Francisco Bellas, Jos Luis Crespo |
| 2000 | Using Growing hierarchical self-organizing maps for document classification. | Michael Dittenbach, Dieter Merkl, Andreas Rauber |
| 2000 | Training activation function in parametric classification. | Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi |
| 2000 | Discriminative learning for neural decision feedback equalizers. | Elio D. Di Claudio, Raffaele Parisi, Gianni Orlandi |
| 2000 | Parametric approach to blind deconvolution of nonlinear channels. | Jordi Sol i Casals, Anisse Taleb, Christian Jutten |
| 2000 | Algorithmic approaches to training Support Vector Machines: a survey. | Colin Campbell |
| 2000 | Regularization in oculomotor control. | John A. Bullinaria, Patricia M. Riddell |
| 2000 | Quaternionic spinor MLP. | Sven Buchholz, Gerald Sommer |
| 2000 | A neuro-fuzzy approach as medical diagnostic interface. | Rdiger W. Brause, F. Friedrich |
| 2000 | A multi-steap ahead prediction method based on local dynamic properties. | Gianluca Bontempi, Mauro Birattari |
| 2000 | An algorithm for the addition of time-delayed connections to recurrent neural networks. | Romuald Bon, Michel Crucianu, Jean Pierre Asselin de Beauville |
| 2000 | SpikeProp: backpropagation for networks of spiking neurons. | Sander M. Boht, Joost N. Kok, Johannes A. La Poutr |
| 2000 | Bootstrapping Self-Organizing Maps to assess the statistical significance of local proximity. | Eric de Bodt, Marie Cottrell |
| 2000 | Chaotic time series prediction using the Kohonen algorithm. | Luis Monzn Bentez, Ademar Ferreira, Diana I. Pedreira Iparraguirre |
| 2000 | Automatic detection of clustered microcalcifications in digital mammograms using an SVM classifier. | Armando Bazzani, Alessandro Bevilacqua, Dante Bollini, Rosa Brancaccio, Renato Campanini, Nico Lanconelli, Alessandro Riccardi, Davide Romani, Gianluca Zamboni |