HTM

Implementation of Numenta's HTM Cortical Learning Algorithm in MATLAB.

See Numenta's whitepaper for a detailed description of the algorithm: https://www.numenta.com/htm-overview/education/HTM_CorticalLearningAlgorithms.pdf

Space_Pool.m : Numenta's spatial pooling algorithm to get sparse distributed representation of input.

Time_Pool.m : Numenta's temporal pooling algorithm to put SDR representation in temporal context and predict future states.

run_HTM.m : Driver. Initializes synaptic connections from HTM region's columns to input. Feeds samples from periodic scalar function to the HTM region encoded as sparse distributed representations.