| 1999 | Synchronisation in a Network of FHN Units with Synaptic-Like Coupling. | Santi Chillemi, Michele Barbi, Angelo Di Garbo |
| 1999 | Neural Predictive Coding for Speech Signal. | Cyril Chavy, Bruno Gas, Jean-Luc Zarader |
| 1999 | An Agent-Based Operational Model for Hybrid Connectionist-Symbolic Learning. | Jos Centeno-Gonzlez, Juan R. Velasco, Carlos Angel Iglesias |
| 1999 | SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing. | Pedro ngel Castillo Valdivieso, Juan Julin Merelo Guervs, Jess Gonzlez, Vctor Manuel Rivas Santos, Gustavo Romero |
| 1999 | Text-to-Text Machine Translation Using the RECONTRA Connectionist Model. | M. Asuncin Castao, Francisco Casacuberta |
| 1999 | A Network Model for the Emergence of Orientation Maps and Local Lateral Circuits. | Thomas Burger, Elmar Wolfgang Lang |
| 1999 | Association with Multi-dendritic Radial Basis Units. | J. David Buldain Prez, Armando Roy |
| 1999 | Effects of Correlation and Degree of Balance in Random Synaptic Inputs on the Output of the Hodgkin-Huxley Model. | David Brown, Jianfeng Feng |
| 1999 | Towards Personalized Distance Learning on the Web. | Jesus Boticario, Elena Gaudioso |
| 1999 | Stability Properties of BSB Models. | Fernanda Botelho |
| 1999 | Learning Efficient Rulsets from Fuzzy Data with a Generic Algorithm. | Francisco Botana |
| 1999 | Using On-Line Arithmetic and Reconfiguration for Neuroprocessor Implementations. | Jean-Luc Beuchat, Eduardo Sanchez |
| 1999 | Priming an Artificial Associative Memory. | Cdric Bertolini, Hlne Paugam-Moisy, Didier Puzenat |
| 1999 | An Accurate Measure for Multilayer Perception Tolerance to Additive Weight Deviations. | Jos Luis Bernier, Julio Ortega, M. M. Rodrguez, Ignacio Rojas, Alberto Prieto |
| 1999 | On-Line Gradient Learning Algorithms for K-Nearest Neighbor Classifiers. | Sergio Bermejo, Joan Cabestany |
| 1999 | Applying Evolution Strategies to Neural Networks Robot Controller. | Antonio Berlanga, Jos M. Molina, Araceli Sanchis, Pedro Isasi |
| 1999 | An Intelligent Agent for Brokering Problem-Solving Knowledge. | V. Richard Benjamins, Bob J. Wielinga, Jan Wielemaker, Dieter Fensel |
| 1999 | Fuzzy Inputs and Missing Data in Similarity-Based Heterogeneous Neural Networks. | Llus Belanche, Julio J. Valds |
| 1999 | Neural Addition and Fibonacci Numbers. | Valeriu Beiu |
| 1999 | Using Temporal Information in ANNs for the Implementation of Autonomous Robot Controllers. | Jos Antonio Becerra, Jos Santos Reyes, Richard J. Duro |
| 1999 | A Neural Network Model for the Self-Organization of the Cortical Grating Cells. | Christoph Bauer, Thomas Burger, Elmar Wolfgang Lang |
| 1999 | Gradient Descent Learning Algorithm for Hierarchical Neural Networks: A Case Study in Industrial Quality. | Daniela Baratta, Francesco Diotalevi, Maurizio Valle, Daniele D. Caviglia |
| 1999 | Image Motion Analysis Using Scale Space Approximation and Simulated Annealing. | Vicen Parisi Baradad, Hussein M. Yahia, Jordi Font, Isabelle Herlin, Emili Garcia-Ladona |
| 1999 | Neuronal Coding and Color Sensations. | Werner Backhaus |
| 1999 | Identifying Mental Tasks from Spontaneous EEG: Signal Representation and Spatial Analysis. | Charles W. Anderson |