Temporal sequences and chaos in neural nets
Exact deterministic equations for the evolution of temporal sequences with a delay stabilization and heat-bath dynamics are derived. The temperature may be arbitrary and both parallel and sequential updating are allowed. The equations display limit-cycle oscillations with a broad diversity of wavefo...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Dokumenttyp: | Article (Journal) |
| Sprache: | Englisch |
| Veröffentlicht: |
1 July 1988
|
| In: |
Physical review. A, Atomic, molecular, and optical physics
Year: 1988, Jahrgang: 38, Heft: 2, Pages: 1105-1108 |
| ISSN: | 1094-1622 |
| DOI: | 10.1103/PhysRevA.38.1105 |
| Online-Zugang: | Verlag, Volltext: http://dx.doi.org/10.1103/PhysRevA.38.1105 Verlag, Volltext: https://link.aps.org/doi/10.1103/PhysRevA.38.1105 
|
| Verfasserangaben: | U. Riedel, R. Kühn, and J. L. van Hemmen (Sonderforschungsbereich 123 an der Universität Heidelberg) |
| Zusammenfassung: | Exact deterministic equations for the evolution of temporal sequences with a delay stabilization and heat-bath dynamics are derived. The temperature may be arbitrary and both parallel and sequential updating are allowed. The equations display limit-cycle oscillations with a broad diversity of waveforms. For exponential delay it is shown how an increase of the transition amplitude leads to local chaos. |
|---|---|
| Beschreibung: | Elektronische Reproduktion der Druckausgabe |
| Beschreibung: | Online Resource |
| ISSN: | 1094-1622 |
| DOI: | 10.1103/PhysRevA.38.1105 |