The truth will come to light: Directions and challenges in extracting the knowledge embedded within trained artificial neural networks
AB Tickle, R Andrews, M Golea… - IEEE Transactions on …, 1998 - ieeexplore.ieee.org
To date, the preponderance of techniques for eliciting the knowledge embedded in trained
artificial neural networks (ANN's) has focused primarily on extracting rule-based …
artificial neural networks (ANN's) has focused primarily on extracting rule-based …
[PDF][PDF] Knowledge extraction and recurrent neural networks: An analysis of an elman network trained on a natural language learning task
I Schellhammer, J Diederich, M Towsey… - New Methods in …, 1998 - aclanthology.org
We present results of experiments with Elman recurrent neural networks (Elman, 1990)
trained on a natural language processing task. The task was to learn sequences of word …
trained on a natural language processing task. The task was to learn sequences of word …