Visual Studio Magazine

Self-Organizing Maps Using Python

A self-organizing map (SOM) is a bit hard to describe. Briefly, a SOM is a data structure that allows you to investigate the structure of a set of data. If you have data without class labels, a SOM ...
Nanowerk

Stacked memristor arrays compute Euclidean distance in memory to accelerate self-organizing maps

A novel stacked memristor architecture performs Euclidean distance calculations directly within memory, enabling ...
JSTOR Daily

Using a self-organizing map to predict invasive species: sensitivity to data errors and a comparison with expert opinion

1. Predicting which species are more likely to invade a region presents significant difficulties to researchers and government agencies. Methods for estimating the risk of establishment are often ...
JSTOR Daily

A statistical Time-Of-Use tariff based wind resource clustering approach using Self-Organizing Maps

Wind Engineering, Vol. 45, No. 4, Special Issue 2019 IREC Conference (August 2021), pp. 807-821 (15 pages) The optimized siting of grid-scale renewable generation is a viable technique to minimize the ...