Spatio-Temporal Sequence Processing with the Counterpropagation Neural Network Lip 0

@inproceedings{2004SpatioTemporalSP,
  title={Spatio-Temporal Sequence Processing with the Counterpropagation Neural Network Lip 0},
  author={},
  year={2004}
}
  • Published 2004
We present a system that is capable of learning and retrieving spatio-temporal sequences using the forward-only counterpropagation neural network (FOCPNN). This artificial neural system has comparator units, a parallel array of FOCPNNs, and delayed feedback lines from the output of the system to the FOCPNN layer. The system has separate Conditioned Stimulus (CS) input channel and Unconditioned Stimulus (US) input channel, which is analogous to classical conditioning. During learning, pairs of… CONTINUE READING