- Tytuł:
- Building a cognitive map using an SOM2
- Autorzy:
-
Tokunaga, K.
Furukawa, T. - Tematy:
-
self-organizing map
map building
place cells
head direction cells
autonomous robot - Pokaż więcej
- Wydawca:
- Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
- Powiązania:
- https://bibliotekanauki.pl/articles/384201.pdf  Link otwiera się w nowym oknie
- Opis:
- In this paper, we propose a new method for building an environmental map in a self-organizing manner using visual information from a mobile robot. This method is based on a Higher Rank of Self-Organizing Map (SOM ), in which Kohonen’s SOM is extended to create a map of data distributions (set of manifolds). It is expected that the “SOM” is capable of creating an environmental map in a self-organizing manner from visual information, since the set of visual information obtained from each position in the environment forms a manifold at every position. We also show the effectiveness of the proposed method.
- Dostawca treści:
- Biblioteka Nauki
Artykuł