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$\begingroup$ The ambiguity you mention is exactly why I was looking for a different word. I was trying to describe a setting in which I had all my robotic data (so, offline), but was updating the network with every data point separately (ie. online). As a side note, I wouldn't say online training of SOMs is more common---it's just conceptually purer or simpler. In fact, according to "Mr. SOM", Teuvo Kohonen himself, batch training in SOMs is faster and safer than online learning[1]. [1] Essentials of the Self-Organizing Map. Neural Networks, Vol. 37 (January 2013), pp. 52-65, by Teuvo K. Kohonen $\endgroup$

Johannes Bauer
– Johannes Bauer

2015-12-10 12:08:31 +00:00
Commented Dec 10, 2015 at 12:08

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