Parallel batch self-organizing map on graphics processing unit using CUDA

• Main Authors: Daneshpajouh, H., Delisle, P., Boisson, J.-C., Krajecki, M., Zakaria, N.
• Format: Article
• Published: Springer Verlag 2018
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040232044&doi=10.1007%2f978-3-319-73353-1_6&partnerID=40&md5=855c79f6bc9bbf3e845fb2ec81210fdc; http://eprints.utp.edu.my/21973/

Batch Self-Organizing Map (Batch-SOM) is being successfully used for clustering and visualization of high-dimensional datasets in a wide variety of domains. Although the structure of its training algorithm has a high potential for parallelization, focus of the previous efforts has been on the origin...