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Found 2 papers, 1 papers with code
A Tale of Two Lexica Testing Computational Hypotheses with Deep Convolutional Neural Networks
We then extracted patterns of network activation from the penultimate level of each network and tested how well features generated by the network supported generalization to linguistic categorization associated with the dorsal versus ventral processing streams.
Subregular Complexity and Deep Learning
Learning experiments were conducted with two types of Recurrent Neural Networks (RNNs) on six formal languages drawn from the Strictly Local (SL) and Strictly Piecewise (SP) classes.
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