On the treatment of time in recurrent neural networks

@inproceedings{Cummins2007OnTT,
  title={On the treatment of time in recurrent neural networks},
  author={Fred Cummins and Robert F. Port},
  year={2007}
}
Temporal patterns such as those presented to perceptual systems typically have the property of invariance across wide variation in the rate of presentation. Recurrent neural network models which exhibit global point attractor dynamics recognize temporal patterns in spite of this variation. While this is a significant improvement on many existing models such… CONTINUE READING