neural-models

PORORO: Platform Of neuRal mOdels for natuRal language prOcessing

NeuSpell: A Neural Spelling Correction Toolkit

Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington

Word sense disambiguation using neural models, replicating https://research.google.com/pubs/pub45729.html?authuser=0

Dataset for automatic readability assessment and text simplification of sentences in Italian administrative language.

Large Scale Neural Modeling (LSNM) simulator in Python

Replicating brain's low energy high efficiency model architecture & calculating (maths)

Модель нейрона с подпороговыми колебаниями

Code for "Analyzing Phonological Surfeit of the Stimulus in Neural Models" Ling 215 final project at Harvard

This repository implements N-gram language modeling with Kneser-Kney and Witten Bell smoothing techniques, including an in-house tokenizer. It also features a neural model with LSTM architecture and calculates perplexities for comparing language and neural models.