Deep_learning_grammatical_gender_in_Portuguese

This repository contains the data and scripts used in the implementation of the study presented in the articile Deep Learning the Processing of Grammatical Gender

Files uploaded:

1. The portuguese nouns used in the training and test of the Neural Network
2. Google Colab notebook with the code used in the implementation of the LSTM model as well as code used in the data preprocessing
3. R scripts used for the implementation of the mixed-effects model for the analysis of the human data in classifying pseudo words into gender categories
4. R scripts used for the implementation of the mixed-effects model for the analysis of the model simulation data in classifying pseudo words into gender categories