| 1994 | 2nd European Symposium on Artificial Neural Networks, ESANN 1994, Brussels, Belgium, April 20-22, 1994, Proceedings |
| 1994 | A comparison of neural networks, linear controllers, genetic algorithms and simulated annealing for real time control. Marcello Chiaberge, Juan Julián Merelo Guervós, Leonardo Maria Reyneri, Alberto Prieto, L. Zocca |
| 1994 | A comparison of two weight pruning methods. Olivier Fambon, Christian Jutten |
| 1994 | A constructive training algorithm for feedforward neural networks with ternary weights. Frédéric Aviolat, Eddy Mayoraz |
| 1994 | A discriminative HCNN modeling. Bojan Petek |
| 1994 | A general model for higher order neurons. Francisco Javier López Aligué, Miguel A. Jaramillo Morán, M. Isabel Acevedo Sotoca, Montserrat García del Valle |
| 1994 | A lateral contribution learning algorithm for multi MLP architecture. Nicolas Pican, Jean-Claude Fort, Frédéric Alexandre |
| 1994 | A non linear Kohonen algorithm. Jean-Claude Fort, Gilles Pagès |
| 1994 | A stop criterion for the Boltzmann machine learning algorithm. Berthold Ruf |
| 1994 | An explicit comparison of spike dynamics and firing rate dynamics in neural network modeling. François Chapeau-Blondeau, Nicolas Chambet |
| 1994 | An optimized RBF network for approximation of functions. Michel Verleysen, Katerina Hlavácková |
| 1994 | Analysis of critical effects in a stochastic neural model. W. Mommaerts, Edward C. van der Meulen, Tatyana S. Turova |
| 1994 | Approximation of continuous functions by RBF and KBF networks. Vera Kurková, Katerina Hlavácková |
| 1994 | Biologically plausible hybrid network design and motor control. Gregory R. Mulhauser |
| 1994 | Capabilities of a structured neural network. Learning and comparison with classical techniques. Joan Codina, Juan Carlos Aguado, Josep M. Fuertes |
| 1994 | Combining multi-layer perceptrons in classification problems. Enrica Filippi, Mario Costa, Eros Pasero |
| 1994 | Concerning the formation of chaotic behaviour in recurrent neural networks. Thorsten Kolb, Karsten Berns |
| 1994 | Decoding functions for Kohonen maps. Marlene Alvarez, A. Varfis |
| 1994 | Diluted neural networks with binary couplings: a replica symmetry breaking calculation of the storage capacity. J. Iwanski, J. Schietse |
| 1994 | Dynamic pattern selection for faster learning and controlled generalization of neural networks. Axel Röbel |
| 1994 | Estimation of performance bounds in supervised classification. Pierre Comon, Jean-Luc Voz, Michel Verleysen |
| 1994 | Extending immediate reinforcement learning on neural networks to multiple actions. Claude F. Touzet |
| 1994 | High-order Boltzmann machines applied to the Monk's problems. Manuel Graña, Víctor Lavín Puente, Alicia D'Anjou, Francisco X. Albizuri, José Antonio Lozano |
| 1994 | Improvement of learning results of the selforganizing map by calculating fractal dimensions. Heike Speckmann, Günter Raddatz, Wolfgang Rosenstiel |
| 1994 | Improving piecewise linear separation incremental algorithms using complexity reduction methods. Juan Manuel Moreno, Francisco Castillo, Joan Cabestany |
| 1994 | Incremental increased complexity training. Jacques Ludik, Ian Cloete |
| 1994 | Input Parameters' estimation via neural networks. Igor V. Tetko, Alexander I. Luik |
| 1994 | Instabilities in self-organized feature maps with short neighbourhood range. Ralf Der, J. Michael Herrmann |
| 1994 | Memory, learning and neuromediators. Alexander S. Mikhailov |
| 1994 | Model selection for neural networks: comparing MDL and NIC. Guido M. te Brake, Joost N. Kok, Paul M. B. Vitányi |
| 1994 | Noise reduction by multi-target learning. John A. Bullinaria |
| 1994 | Projection learning: alternative approaches to the computation of the projection. Konrad Weigl, Marc Berthod |
| 1994 | Reinforcement learning and neural reinforcement learning. Samira Sehad, Claude F. Touzet |
| 1994 | Self-organizing maps based on differential equations. Andreas Kanstein, Karl Goser |
| 1994 | Stability analysis of diagonal recurrent neural networks. Yonghong Tan, Mia Loccufier, Robin De Keyser, Erik Noldus |
| 1994 | Stability and bifurcation in an autoassociative memory model. William G. Gibson, John Robinson, Christopher M. Thomas |
| 1994 | Stability bounds of momentum coefficient and learning rate in backpropagation algorithm. Ziqiang Mao, Tien C. Hsia |
| 1994 | Stochastic model of odor intensity coding in first-order olfactory neurons. Jean-Pierre Rospars, Petr Lánský |
| 1994 | Stochastics of on-line back-propagation. Tom Heskes |
| 1994 | Storage capacity of the reversed wedge perceptron with binary connections. Geert Jan Bex, Roger Serneels |
| 1994 | Synchronization in a neural network of phase oscillators with time delayed coupling. Tatyana Luzyanina |
| 1994 | Two or three things that we know about the Kohonen algorithm. Marie Cottrell, Jean-Claude Fort, Gilles Pagès |
| 1994 | VLSI complexity reduction by piece-wise approximation of the sigmoid function. Valeriu Beiu, J. A. Peperstraete, Joos Vandewalle, Rudy Lauwereins |
| 1994 | Variable binding in a neural network using a distributed representation. Antony Browne, John R. Pilkington |
| 1994 | Visualizing the learning process for neural networks. Raúl Rojas |