Effect of Spatial Pooler Initialization on Column Activity in Hierarchical Temporal Memory

@inproceedings{Leake2015EffectOS,
  title={Effect of Spatial Pooler Initialization on Column Activity in Hierarchical Temporal Memory},
  author={Mackenzie Leake and Liyu Xia and Kamil Rocki and Wayne Imaino},
  booktitle={AAAI},
  year={2015}
}
In the Hierarchical Temporal Memory (HTM) paradigm the effect of overlap between inputs on the activation of columns in the spatial pooler is studied. Numerical results suggest that similar inputs are represented by similar sets of columns and dissimilar inputs are represented by dissimilar sets of columns. It is shown that the spatial pooler produces these… CONTINUE READING