Is there an HTM implementation for classifying temporal sequences? I came across inferenceType: TemporalClassification listed in the parameters file for creating an HTM network example. Is this option functioning or is it only provisional yet?
@marion did a bunch of work on temporal classification, but I don’t think she had much success. It is a hard problem (it is basically temporal pooling). See How SMI might inform Temporal Pooling.
1 Like
I believe @marion’s work is located here:
There’s a larger body of research out there on sequence classification in general with lots of different techniques such as Dynamic Time Warping and various types of distance metrics.
2 Likes