Accession Number:

ADA347549

Title:

Temporal Processing with Neural Networks.

Descriptive Note:

Final rept. 1 Dec 92-30 Nov 96,

Corporate Author:

CALIFORNIA UNIV SAN DIEGO LA JOLLA

Personal Author(s):

Report Date:

1998-06-25

Pagination or Media Count:

12.0

Abstract:

The research carried out under this contract focussed on four efforts, all involving the processing of temporal sequences by neural networks 1-3 or the effect of imposing a spatio-temporal gradient on network learning 4 1 Assessing alternative neural network techniques for problems involving temporal coding. 2 Development of tools for analysing recurrent networks, so that the solutions of successfully trained networks can be better understood 3 Development of a dynamical systems theory approach to computation in recurrent networks. 4 Development of biologically and cognitively plausible techniques for enhancing training.

Subject Categories:

  • Linguistics
  • Anatomy and Physiology

Distribution Statement:

APPROVED FOR PUBLIC RELEASE