Temporal Processing with Neural Networks.
Final rept. 1 Dec 92-30 Nov 96,
CALIFORNIA UNIV SAN DIEGO LA JOLLA
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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.
- Anatomy and Physiology