Can I understand your method as an online learning method which update the model step-by-step over time?

markNZed / ARTimeNAB.jl

ARTime detector for the Numenta Anomaly Benchmark

GNU Affero General Public License v3.0

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Can I understand your method as an online learning method which update the model step-by-step over time? #5

Closed GodofRap closed 1 year ago

GodofRap commented 1 year ago

I'm really impressed by this method and am going to use it as a compared method in my experiment.

Can I interpret it as an advanced version of the Hierarchical Temporal Memory method? Also, is this method an unsupervised and online learning method?

markNZed commented 1 year ago

It is based on ART, not HTM, and in this implementation it is unsupervised and using online learning.