I was referencing it mostly for the visualization of the "flower" that fails with pca/linear mapping.

The original Sammon's paper is here [1], this said from what I know isomaps are a more widespread tool - but I never found such a good visualization.

[1] http://theoval.cmp.uea.ac.uk/~gcc/matlab/sammon/sammon.pdf