| 1995 | Sustained and transient amacrine cell circuits underlying the receptive fields of ganglion cells in the vertebrate retina. | Greg Maguire |
| 1995 | Growing adaptive neural networks with graph grammars. | Simon M. Lucas |
| 1995 | Simplified cascade-correlation learning. | Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski |
| 1995 | Approximation of functions by Gaussian RBF networks with bouded number of hidden units. | Vera Kurkov |
| 1995 | Function approximation by localized basis function neural network. | Miran Kokol, Igor Grabec |
| 1995 | Latency-reduction in antagonistic visual channels as the result of corticofugal feedback. | J. Khn, Florentin Wrgtter |
| 1995 | Performance analysis of a MLP weight initialization algorithm. | Mohamed Karouia, Rgis Lengell, Thierry Denoeux |
| 1995 | Invited paper: Pruning methods: a review. | Christian Jutten, Olivier Fambon |
| 1995 | Predicting spike train responses of neuron models. | Stephan Joeken, Helmut Schwegler |
| 1995 | Multiple correspondence analysis of a crosstabulations matrix using the Kohonen algorithm. | Smal Ibbou, Marie Cottrell |
| 1995 | An upper estimate of the error of approximation of continuous multivariable functions by KBF networks. | Katerina Hlavckov |
| 1995 | Neurosymbolic integration: unified versus hybrid approaches. | Melanie Hilario, Yannick Lallement, Frdric Alexandre |
| 1995 | Control of complexity in learning with perturbed inputs. | Yves Grandvalet, Stphane Canu, Stphane Boucheron |
| 1995 | Topological interpolation in SOM by affine transformations. | Josef Gppert, Wolfgang Rosenstiel |
| 1995 | About the Kohonen algorithm: strong or weak self-organization? | Jean-Claude Fort, Gilles Pags |
| 1995 | Self-organisation, metastable states and the ODE method in the Kohonen neural network. | John A. Flanagan, Martin Hasler |
| 1995 | Pruning kernel density estimators. | Olivier Fambon, Christian Jutten |
| 1995 | Identification of the human arm kinetics using dynamic recurrent neural networks. | Jean-Philippe Draye, Guy Cheron, Marc Bourgeois, Davor Pavisic, Gaetan Libert |
| 1995 | Multi-sigmoidal units and neural networks. | John A. Drakopoulos |
| 1995 | Cascade learning for FIR-TDNNs. | M. Diepenhorst, J. A. G. Nijhuis, Lambert Spaanenburg |
| 1995 | Adaptive signal processing with unidirectional Hebbian adaptation laws. | Jeroen Dehaene, Joos Vandewalle |
| 1995 | Derivation of a new criterion function based on an information measure for improving piecewise linear separation incremental algorithms. | Josep Cuguer, Jordi Madrenas, Juan Manuel Moreno, Joan Cabestany |
| 1995 | MAP decomposition of a mixture of AR signal using multilayer perceptrons. | Christophe Couvreur |
| 1995 | Invited paper: Supervised classification: a probabilistic approach. | Pierre Comon |
| 1995 | Neural network piecewise linear preprocessing for time-series prediction. | Tommy W. S. Chow, Chi-Tat Leung |