Scaling-up RAAMs
نویسنده
چکیده
Modi cations to Recursive Auto-Associative Memory are presented, which allow it to store deeper and more complex data structures than previously reported. These modi cations include adding extra layers to the compressor and reconstructor networks, employing integer rather than real-valued representations, pre-conditioning the weights and pre-setting the representations to be compatible with them. The resulting system is tested on a data set of syntactic trees extracted from the Penn Treebank.
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