Spatiotemporal Novelty Detection Using Resonance Networks

@inproceedings{Rowland2004SpatiotemporalND,
  title={Spatiotemporal Novelty Detection Using Resonance Networks},
  author={Benjamin A. Rowland and Anthony S. Maida},
  booktitle={FLAIRS Conference},
  year={2004}
}
We present a single-layer recurrent neural network that implements novelty detection for spatiotemporal patterns. The architecture is based on the structure of region CA3 in the hippocampus, which is believed to implement this function. Through analysis and numerical simulation we generate theorems that constrain the operation of this network. We show that… CONTINUE READING