Discovery Projects - Grant ID: DP240101264

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP240101264

Funding Status
Active

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Funded Activity Summary

Using cognitive models to understand memorability of real world images. This proposal aims to understand and make predictions about which real world images -- specifically living things, objects, and human faces -- that people will remember remember via an integration of cognitive models of memory and machine learning techniques. Computer vision models and similarity scaling techniques will be used to produce psychological representations of the images. These representations will then be integrated with cognitive models of memory, which predict that images are more likely to be recognized if they are similar to each of the representations in memory. Large scale memory and similarity rating datasets will be used to develop and test the model.

Funded Activity Details

Start Date: 01-01-2024

End Date: 31-12-2027

Funding Scheme: Discovery Projects

Funding Amount: $586,979.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Cognition | Deep learning | Memory and attention

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Cognition | Cognitive and Computational Psychology | Deep learning | Expanding Knowledge In Psychology | Expanding Knowledge In the Information and Computing Sciences | Memory and attention

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