Grammar emergence in cortical dynamics, a computational approach

The file <strong>Corpora.txt</strong> keeps the corpus used to train the model and the different instances of the classifier. It is basically a text file with one sentence per line from the original corpus called test.tsv available at https://github.com/google-research-datasets/wiki-split.git from google-research-datasets/wiki-split. We eliminated punctuation marks and special characters from the original file putting each sentence per line. <strong>Enju_Output.txt</strong> holds the outputs generated by Enju in -so mode (Output in stand-off format) using Corpora.txt as input. This file has basically a natural language English per-sentence parse with a wide-coverage probabilistic for HPSG grammar. The file <strong>Supervision.txt </strong>keeps the grammatical tags of the corpus. This file holds a tag per word and each tag is situated in a single line. Sentences are separated by one empty line while tags from words in the same sentence are located in adjacent lines. The file <strong>Phonology.txt </strong>carries the phonological data needed by the model and introduced in it by apical dendrites. Each word in the corpus has a phonological tag which provides additional constraints to those provided by lateral dendrites. This file contains a phonological tag per word and each tag is situated in a single line. Sentences are separated by one empty line while tags from words in the same sentence are located in adjacent lines. The file <strong>SynSemTests.xlsx</strong> keeps all the grammar classification results as well as the statistical analysis in the classification tests.