Fatoş T. Yarman Vural

Modeling the Brain as Shannon Information Source Using fMRI Signals

2023

In this study, we suggest an information-theoretic brain model, assuming that the fMRI recordings of a subject, who performs a cognitive task, are the observable signals, generated by the anatomical regions, each of which can …

Zero-Resource Translation with Multi-Lingual Neural Machine Translation

2016 · arXiv (Cornell University)

In this paper, we propose a novel finetuning algorithm for the recently introduced multi-way, mulitlingual neural machine translate that enables zero-resource machine translation. When used together with novel many-to-one translation strategies, we empirically show that …