output
20172022
most citedSustainable computational science: the ReScience initiative

128 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

5 papers

cs.CL2022★ 12 cited

Joint processing of linguistic properties in brains and language models

Subba Reddy Oota, Manish Gupta, Mariya Toneva

Language models have been shown to be very effective in predicting brain recordings of subjects experiencing complex language stimuli. For a deeper understanding of this alignment,…

cs.CL2022★ 24 cited

Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?

Subba Reddy Oota, Jashn Arora, Veeral Agarwal +3

Several popular Transformer based language models have been found to be successful for text-driven brain encoding. However, existing literature leverages only pretrained text Trans…

cs.NE2020★ 1 cited

Transfer between long-term and short-term memory using Conceptors

Anthony Strock, Nicolas Rougier, Xavier Hinaut

We introduce a recurrent neural network model of working memory combining short-term and long-term components. e short-term component is modelled using a gated reservoir model that…

cs.NE2018★ 9 cited

Neuromorphic hardware as a self-organizing computing system

Lyes Khacef, Bernard Girau, Nicolas Rougier +2

This paper presents the self-organized neuromorphic architecture named SOMA. The objective is to study neural-based self-organization in computing systems and to prove the feasibil…

cs.DL2017★ 128 cited

Sustainable computational science: the ReScience initiative

Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre +42

Computer science offers a large set of tools for prototyping, writing, running, testing, validating, sharing and reproducing results, however computational science lags behind. In…