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Inter-individual variability in learning: an investigation of its determinants

Objective

The ability to extract regularities from the environment (statistical learning) is an essential feature of the primate brain. While inter-individual differences exist in statistical learning capacity in humans, little is know as to their origins. The present project proposes to investigate the cognitive and neural determinants of these differences, and to ask what their impact might be on the acquisition of a foundational skill for education, i.e. reading.
To this end, we will first assess performance in two statistical learning tasks and various cognitive tests in a large group of adults (N=500). Based on the literature and on preliminary results from the outgoing host lab, we predict a link between learning and attention. We will further test this hypothesis by examining statistical learning in a population with high attentional abilities, namely action video gamers. Second, in an fMRI experiment, we will use state-of-the-art analyses to evaluate the hypothesis of a distinct contribution of the hippocampus and of the fronto-striatal networks to learning across participants. Finally, we will estimate statistical learning ability in pre-readers and longitudinally assess its predictive value on reading skills, as subsequently measured in first grade.
Both the project’s core questions and the methods chosen to address them are highly innovative and inter-disciplinary, spanning fields as disparate as cognitive sciences, neuroscience, development and education. The project is expected to have a crucial impact on the applicant’s career, by broadening her experimental skills and scientific horizons, and giving her a chance to run her own study, a first step towards the objective of obtaining an independent position in research. Finally, by strengthening collaborations between partners in and outside Europe, and by taking a grip on timely questions mainly addressed outside of ERA for now, this project is expected to contribute to European research excellence.

Fields of science (EuroSciVoc)

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Programme(s)

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Topic(s)

Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.

Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

MSCA-IF-GF - Global Fellowships

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Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

(opens in new window) H2020-MSCA-IF-2014

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Coordinator

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
Net EU contribution

Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.

€ 261 957,60
Address
RUE LEBLANC 25
75015 Paris
France

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Region
Ile-de-France Ile-de-France Paris
Activity type
Research Organisations
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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

€ 261 957,60

Partners (1)

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