A simultaneous procedure facilitates acquisition under an optimal interstimulus interval in artificial neural networks and rats

Behav Processes. 2008 Jun;78(2):302-9. doi: 10.1016/j.beproc.2008.02.018. Epub 2008 Mar 8.

Abstract

In a computer simulation, a neural network first received a simultaneous procedure, where the interstimulus interval (ISI) was 0 time-steps (ts). Output activations were near zero under this procedure. The network then received a forward-delay procedure where the ISI was 8 ts. Output activations increased to the near-maximum level faster than those of a control network that first received an explicitly unpaired procedure. Comparable results were obtained with rats that first received trials where a retractable lever was presented for 3s concurrently with access to water. Low-lever pressing was observed under this procedure. The rats then received trials where the lever was followed 15s after by water. Lever pressing appeared faster than a control group that received the 15-s ISI after an explicitly unpaired procedure. The model used in the simulation explains these results as connection-weight increments that promote little output activations in a simultaneous procedure, but facilitate acquisition in an optimal ISI.

Publication types

  • Comparative Study

MeSH terms

  • Animals
  • Association Learning*
  • Conditioning, Classical*
  • Female
  • Mental Processes*
  • Models, Neurological
  • Neural Networks, Computer*
  • Rats
  • Rats, Wistar
  • Time Perception*