Growing Hierarchical Tree SOM: An unsupervised neural network with dynamic topology

Self-organized formation of topologically correct feature maps

Teuvo Kohonen · Biological Cybernetics · 1982 · 9.5K citations

Natural Sciences, Computer Science, Pattern Formation +12

Exploring the Metabolic and Genetic Control of Gene Expression on a Genomic Scale

Joseph L. DeRisi, Vishwanath R. Iyer, Patrick O. Brown · Science · 1997 · 4.5K citations

Life Sciences, Genetics, Molecular Biology +17

Self-organized formation of topographically correct feature maps

Teuvo Kohonen · Biological Cybernetics · 1982 · 3K citations

Medicine, Geoinformatics, Computer Vision +12

Interpreting patterns of gene expression with self-organizing maps: Methods and application to hematopoietic differentiation

Pablo Tamayo, Donna K. Slonim, Jill P. Mesirov et al. · Proceedings of the National Academy of Sciences · 1999 · 2.9K citations

Life Sciences, Hematology, Molecular Biology +14

Growing cell structures—A self-organizing network for unsupervised and supervised learning

Bernd Fritzke · Neural Networks · 1994 · 1.3K citations

Life Sciences, Biology, Cell Biology +12