Cognitive Science

Feedback and Memory in Transformers

My final project submission for the Meta Learning course at BITS Goa (conducted by TCS Research & BITS Goa). The project is based on the Feedback Transformer paper.

Using Diachronic Distributed Word Representations as Models of Lexical Development in Children

Recent work has shown that distributed word representations can encode abstract semantic and syntactic information from child-directed speech. In this paper, we use diachronic distributed word representations to perform temporal modeling and analysis …

Word2Brain2Image: Visual Reconstruction from Spoken Word Representations

Recent work in cognitive neuroscience has aimed to better understand how the brain responds to external stimuli. Extensive study is being done to gauge the involvement of various regions of the brain in the processing of external stimuli. A study by …