Analysis and Modeling of Complex Systems Using the Self-Organizing Map

Oscillation and Chaos in Physiological Control Systems

Michael C. Mackey, Leon Glass · Science · 1977 · 4.1K citations

Natural Sciences, Physiology, Dynamical Systems +11

A Nonlinear Mapping for Data Structure Analysis

John W. Sammon · IEEE Transactions on Computers · 1969 · 3.4K citations

Computing, Computer Science, Data Structures +10

'Neural-gas' network for vector quantization and its application to time-series prediction

Thomas Martinetz, S.G. Berkovich, Klaus Schulten · IEEE Transactions on Neural Networks · 1993 · 1.4K citations

Computing, Computer Science, Forecasting +16

Engineering applications of the self-organizing map

Teuvo Kohonen, Erkki Oja, Olli Simula et al. · Proceedings of the IEEE · 1996 · 850 citations

Computing, Computer Science, Visualization +12

Kohonen's Self Organizing Feature Maps for Exploratory Data Analysis

Alfred Ultsch · Medical Entomology and Zoology · 1990 · 564 citations

Computing, Computer Science, Visualization +12