| 1997 | From source separation to ICA: an introduction to the special session. | Christian Jutten |
| 1997 | State-space modeling using self-organizing maps. | Heikki Hytyniemi |
| 1997 | Error measure for identifying chaotic attractors. | Tomas Hrycej |
| 1997 | Measuring topology preservation in maps of real-world data. | J. Michael Herrmann, Hans-Ulrich Bauer, Thomas Villmann |
| 1997 | Scene classification by an artificial neural network. | Jeanny Hrault |
| 1997 | Extended Bayesian learning. | Steffen Gutjahr, Christian Nautze |
| 1997 | Equivalence of a radial basis function NN and a perceptron. | Igor Grabec |
| 1997 | Self organizing map for adaptive non-stationary clustering: some experimental results on color quantization of image sequences. | Ana Isabel Gonzlez, Manuel Graa, Alicia D'Anjou, F. Xabier Albizuri, Marie Cottrell |
| 1997 | Independence is far from normal. | Mark A. Girolami, Colin Fyfe |
| 1997 | A fuzzy Artmap neural system for the prediction of turbulent velocity fields. | Joan Ferr-Gin, Robert Rallo, Alex Arenas, Francesc Giralt |
| 1997 | Neural network adative wavelets for function approximation. | Yong Fang, Tommy W. S. Chow |
| 1997 | Neural network for color contrast gain control. | Michael D'Zmura |
| 1997 | Extraction of crisp logical rules using constrained backpropagation networks. | Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski, Masumi Ishikawa, Hiroki Ueda |
| 1997 | Evidence of efficiency of recurrent neural networks with ARMA-like units. | Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert |
| 1997 | Noise robustness in the perceptron. | Mauro Copelli |
| 1997 | A learning algorithm for the blind separation of non-zero skewness source signals with no spurious equilibria. | Seungjin Choi, Ruey-Wen Liu |
| 1997 | Optimization of the asymptotic performance of time-domain convolutive source separation algorithms. | Nabil Charkani, Yannick Deville |
| 1997 | Blind equalization with a linear feedforward neural network. | Xi-Ren Cao, Jie Zhu, Jennie Si |
| 1997 | Numerical simulations of an optimal algorithm for supervised learning. | Arnaud Buhot, Juan-Manuel Torres-Moreno, Mirta B. Gordon |
| 1997 | Optimal tuning curves for neurons spiking as a Poisson process. | Nicolas Brunel, Jean-Pierre Nadal |
| 1997 | d-NARMA neural networks: a connectionist extension of ARARMA models. | Denis Bonnet, Vronique Perrault, Alain Grumbach |
| 1997 | Kohonen maps versus vector quantization for data analysis. | Eric de Bodt, Michel Verleysen, Marie Cottrell |
| 1997 | Almost sure convergence of the one-dimensional Kohonen algorithm. | Avec M. Benam, Jean-Claude Fort, Gilles Pags |
| 1997 | Neural network cooperation for handwritten digit recognition: a comparison of four methods. | Yvon Autret, Andr Thpaut |
| 1997 | Connectionist rule processing using recursive auto-associative memory. | Michael St Aubyn |