✦ LIBER ✦
Parallel hardware implementation of Kohonen's algorithm with an active medium
✍ Scribed by Dietmar Ruwisch; Mathias Bode; Hans-Georg Purwins
- Publisher
- Elsevier Science
- Year
- 1993
- Tongue
- English
- Weight
- 855 KB
- Volume
- 6
- Category
- Article
- ISSN
- 0893-6080
No coin nor oath required. For personal study only.
✦ Synopsis
We present a hardware realization ofKohonen's algorithm usingmany simple, linearly coupled active elements. namely a reaction-diffusion medium. that is a spatially extendedactive element. This mediumalso controls the learning-process. Both classification and learning are realized in a way that only next-neighbor coupling is necessary. We exemplif y the learning process by means ofsome simpletasks.