|
| << vorige | volgende >> |
Tijdschrift beschrijving
Alle jaargangen van het bijbehorende tijdschrift
Alle afleveringen van het bijbehorende jaargang
Alle artikelen van de bijbehorende aflevering
Details van artikel 6 van 8 gevonden artikelen
| Titel: |
Principal temporal extensions of SOM: Overview |
| Auteur: |
Mohamed Salah Salhi Najet Arous Noureddine Ellouze |
| Verschenen in: |
International journal of signal processing, image processing and pattern recognition |
| Paginering: | Jaargang 2 (2009) nr. 4 pagina's 61-84 |
| Jaar: |
2009 |
| Inhoud: |
The resolution of multy variable complex problems such as the multy speaker speech recognition and independently of context, requires the application of neural structures. One tool which proves to be powerful in the classification field, is the kohonen map called SOM.This map is characterized by the representation of static data. Thus, we ought to enrich the intelligibility and the performance of this model in order to reach what biology imposes by handling a kind of logical pile "memory" with the introduction of temporal context which realise feedbacks that integrate respectively the leaky integrators concept for the TKM. The recurrent leaky integrators idea for the recurrent SOM ‘RSOM’ in an improvement of theTKM. More recently, the principle of self reference for the recursive SOM. In other case, we are introducing the possibility to obtain hybridization with GA in an attempt to reach thenatural evolution of the human thought as regards to recognition. |
| Uitgever: |
SERSC (provided by DOAJ) |
| Bronbestand: |
Elektronische Wetenschappelijke Tijdschriften |
Details van artikel 6 van 8 gevonden artikelen
| << vorige | volgende >> |
Toegankelijkheidsverklaring