Search
Now showing items 1-3 of 3
The capacity and attractor basins of associative memory models
(1999)
The performance characteristics of five variants of the Hopfield network are examined. Two performance metrics are used: memory capacity, and a measure of the size of basins of attraction. We find that the posttraining ...
Time series prediction and neural networks
(1999)
Neural Network approaches to time series prediction are briefly discussed, and the need to specify an appropriately sized input window identified. Relevant theoretical results from dynamic systems theory are introduced, ...
Applications of neural networks to telecommunications systems
(ELITE Foundation, 1999)
This paper gives an overview of a project involving the application of neural networks to Telecommunications Systems. Five application areas are discussed, including cloned software identification and the detection of ...