CORDIS Project
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This project investigates human memory to enhance the robustness of artificial deep neural networks (DNNs). By developing a model that mimics the dynamics of human working memory, it aims to improve DNN performance in uncertain environments, particularly for safety-critical applications like image recognition.
Memory and learning are human central cognitive abilities.
The importance of understanding human memory functioning is evident from its central role in our cognitive health as well as its role as the main inspiration behind developments in artificial intelligence, in particular artificial deep neural networks (DNN).
Despite considerable progress in the recent years in the area of DNNs, robustness of these networks is an important open issue.
In particular, noise robustness, i.e., DNNs are fragil…
TECHNISCHE UNIVERSITEIT DELFT
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