par Babloyantz, Agnessa 
;Destexhe, Alain ;Sepulchre, Jacques
Référence Neural networks, 1, 1 SUPPL, page (70)
Publication Publié, 1988
;Destexhe, Alain ;Sepulchre, Jacques Référence Neural networks, 1, 1 SUPPL, page (70)
Publication Publié, 1988
Article révisé par les pairs
| Résumé : | The spectral structure, the synchronization of cells and the number of degrees of freedom are intimately related in the real brain. The reproduction of such relations is expected from models. By constructing model neural networks with various patterns of connectivity, we show under what conditions the network may exhibit dynamics seen in the brain cortex. We discuss the role of chaotic dynamics in relation to the information processing of the network. Until recently, the majority of research conducted in the field of neural networks was oriented towards the recognition and image processing ability of artificial networks based on time-independent attractors. However in practical applications, the spatial as well as the spatio-temporal selforganizing properties of the networks may be implemented in order to solve specific problems. An example of such a network is given. |
