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Topological correlation.
(2006)
Update thresholds and high capacity associative memories.
(2006)
It has been found that the performance of an associative memory model trained with the perceptron learning rule can be improved by increasing the learning threshold. When the learning threshold increases, the range of ...
Using sampling methods to improve binding site predictions
(2006)
Currently the best algorithms for transcription factor binding site prediction are severely limited in accuracy. In previous work we combine random selection under-sampling into SMOTE over-sampling technique, working with ...
Gaussian and Exponential Architectures in Small-World Associative Memories
(2006)
The performance of sparsely-connected associative memory models built from a set of perceptrons is investigated using different patterns of connectivity. Architectures based on Gaussian and exponential distributions are ...
Using Feature Selection Filtering Methods for Binding Site Predictions
(Institute of Electrical and Electronics Engineers (IEEE), 2006)
Evolved patterns of connectivity in associative memory models
(Institute of Electrical and Electronics Engineers (IEEE), 2006)