Statistical analysis of self-organization

Some methods for classification and analysis of multivariate observations

James B. MacQueen · Defense Technical Information Center (DTIC) · 1967 · 22.8K citations

The self-organizing map

Teuvo Kohonen · Proceedings of the IEEE · 1990 · 8.1K citations

Artificial Intelligence, Intelligent Information Processing, Vector Quantization +18

An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression

Naomi Altman · The American Statistician · 1992 · 4.9K citations

Regression Curve, Engineering, Data Science +15

Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors

Stephen Grossberg · Biological Cybernetics · 1976 · 1.9K citations

Engineering, Machine Learning, Feature Learning +13

Self-organization of orientation sensitive cells in the striate cortex

Chr. von der Malsburg · Kybernetik · 1973 · 1.5K citations

Brain Mechanism, Cortical Remodeling, Affective Neuroscience +5