Performance gain for clustering with growing neural gas using parallelization methods, In: ICEIS, issue.2, pp.264-269, 2010. ,
When Is ???Nearest Neighbor??? Meaningful?, pp.217-235, 1999. ,
DOI : 10.1007/3-540-49257-7_15
Growing neural gas efficiently, Neurocomputing, vol.104, pp.72-82, 2013. ,
DOI : 10.1016/j.neucom.2012.10.004
MapReduce-Based Growing Neural Gas for Scalable Cluster Environments, Machine Learning and Data Mining in Pattern Recognition, pp.545-559, 2016. ,
DOI : 10.1007/978-3-642-40925-7_38
A growing neural gas network learns topologies, Advances in Neural Information Processing Systems 7, pp.625-632, 1995. ,
A new Growing Neural Gas for clustering data streams, Neural Networks, vol.78, pp.36-50, 2016. ,
DOI : 10.1016/j.neunet.2016.02.003
Growing Neural Gas Experiments with GNG, GNG with Utility and Supervised GNG. Master's thesis, 2002. ,
Competitive Hebbian Learning Rule Forms Perfectly Topology Preserving Maps, ICANN '93, pp.427-434, 1993. ,
DOI : 10.1007/978-1-4471-2063-6_104
A " neural-gas " network learns topologies, Artificial Neural Networks, vol.1, pp.397-402, 1991. ,
3D model reconstruction using neural gas accelerated on GPU, Applied Soft Computing, vol.32, pp.3-87, 2015. ,
DOI : 10.1016/j.asoc.2015.03.042
Parallel Programming with MPI, 1996. ,
A multi-signal variant for the gpubased parallelization of growing self-organizing networks, Informatics in Control , Automation and Robotics, pp.83-100, 2014. ,
An incremental growing neural gas learns topologies, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005., pp.1211-1216, 2005. ,
DOI : 10.1109/IJCNN.2005.1556026
Growing neural gas for temporal clustering, 2008 19th International Conference on Pattern Recognition, pp.1-4, 2008. ,
DOI : 10.1109/ICPR.2008.4761768
Coarse grain parallelization of deep neural networks, ACM SIGPLAN Notices, vol.51, issue.8, pp.1-112, 2016. ,
DOI : 10.1007/s11263-015-0816-y
Self Organizing Maps with Delay Actualization, IFIP International Conference on Computer Information Systems and Industrial Management, pp.154-165, 2015. ,
DOI : 10.1007/978-3-319-24369-6_13
Growing Neural Gas ??? A Parallel Approach, Computer Information Systems and Industrial Management, pp.408-419, 2013. ,
DOI : 10.1007/978-3-642-40925-7_38