- Tytuł:
- Chaotic Dynamics of a Linear Chain of Periodically Stimulated Neurons with Random Synaptic Connections
- Autorzy:
-
Kosiński, R. A.
Krawiecki, A.
Sukiennicki, A. - Powiązania:
- https://bibliotekanauki.pl/articles/2027444.pdf
- Data publikacji:
- 2001-07
- Wydawca:
- Polska Akademia Nauk. Instytut Fizyki PAN
- Tematy:
-
87.10.+e
05.45.-a - Opis:
- Dynamics of a neural network in the form of a linear chain of artificial neurons S$\text{}_{i}$∈(-1,1) influenced by an external sinusoidal stimulation is investigated as a function of the range k of synaptic connections with random values. Time evolution of the network is periodic for small k, however, clusters of neurons oscillating with a triple period of external stimulation, with quasiperiodic or with chaotic time evolution may occur. For increasing k the number and width of the chaotic clusters increase and for k >4 the chaotic motion occurs in the whole network. A route to chaos in the considered system is discussed.
- Źródło:
-
Acta Physica Polonica A; 2001, 100, 1; 89-99
0587-4246
1898-794X - Pojawia się w:
- Acta Physica Polonica A
- Dostawca treści:
- Biblioteka Nauki