| 1997 | Inductive learning in animat-based neural networks. | M. Wexler |
| 1997 | An algebra for recognition of spatio-temporal forms. | Georges Vaucher |
| 1997 | Speaker normalization with a mixture of recurrent networks. | Edmondo Trentin, Diego Giuliani |
| 1997 | From retinal circuits to motion processing: a neuromorphic approach to velocity estimation. | Antonio Torralba, Jeanny Hrault |
| 1997 | How can the human visual system process a natural scene in under 150ms? Experiments and neural network models. | Simon J. Thorpe |
| 1997 | Nonlinear source separation: the post-nonlinear mixtures. | Anisse Taleb, Christian Jutten |
| 1997 | The class of linear separability method. | Mohamed Tajine, David A. Elizondo, Emile Fiesler, Jerzy Korczak |
| 1997 | Equivalent error bars for neural network classifiers trained by Bayesian inference. | Peter Sykacek |
| 1997 | Real neurons in real networks. | Tom W. Scutt, Barbara Webb |
| 1997 | Aspects of psychological computations in scene recognition. | Philippe G. Schyns |
| 1997 | Precursor networks for training the binary perceptron. | Bart Van Rompaey |
| 1997 | Application of a self-learning controller with continuous control signals based on the DOE-approach. | Martin A. Riedmiller |
| 1997 | Performance of weighted radial basis function classifiers. | Leonardo Maria Reyneri, Mirko Sgarbi |
| 1997 | A competitive learning algorithm for separating binary sources. | Petteri Pajunen |
| 1997 | I.C.A.: conditions on cumulants and information theoretic approach. | Jean-Pierre Nadal, Nstor Parga |
| 1997 | Synchronization and oscillations in the visual cortex: a stochastic model using a spike memory term. | M. Mougeot |
| 1997 | Composition methods for the integration of dynamical neural networks. | Yves Moreau, Joos Vandewalle |
| 1997 | Recurrent neural networks and motor programs. | Paul Ian Miller |
| 1997 | Size invariance by dynamic scaling in neural vision systems. | Gotz Meierfrankenfeld, Klaus Kopecz |
| 1997 | New criterion of identification in the multilayered perceptron modelling. | Morgan Mangeas, Marie Cottrell, Jian-Feng Yao |
| 1997 | A linear adaptive neural network for extraction of independent components. | Zied Malouche, Odile Macchi |
| 1997 | Exact asymptotic estimates of the storage capacities of the committee machines with overlapping and non-overlapping receptive fields. | Chulan Kwon, Jong-Hoon Oh |
| 1997 | Object Recognition with Banana Wavelets. | Norbert Krger, Gabriele Peters |
| 1997 | Time delay neural network for target-intercept problem solving. | A. Korgul |
| 1997 | Order between logic networks and stable neural networks. | Youichi Kobuchi |