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Hierarchical Temporal Memory in Clojure
Clojure 1.9 is stable and the current core.async version causes issues with Clojure 1.9 . This is fixed at clojure/core.async@2f87bc7 . Consider upgrading to core.async-0.3.442 or the latest core.async to...
I've just been reading through: http://floybix.github.io/2014/11/05/htm-protocols Pretty hard to grasp from an "outsider". I'd suggest visualising the architecture, with some kind of graph to show where each kind of Protocol...
HTM model creation can be extremely slow. The time goes into creating the huge proximal synapse graphs containing all potential connections. The problem of explicitly representing full potential synapse graphs...
I've been nagging Felix about trying what I call substitution/context pooling. This is based on the intuition I've posted about in the NuPIC-theory thread below and elsewhere: http://lists.numenta.org/pipermail/nupic-theory_lists.numenta.org/2015-September/003191.html "Intuitively, something...
We know that synaptic connections are reinforced if the source cell fires just before target (LTP) and punished if the reverse occurs - target fires before source (LTD). Currently only...
Some encoders run non-trivial computations: currently the coordinate encoder and unique (random) encoder. We should cache the results for performance. For JVM there is the very nice `core.cache` with a...