CORDIS Project
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This project explores the potential to decode training data from Deep Neural Networks and to interpret human thoughts from brain activity. It aims to enhance understanding in both artificial intelligence and neuroscience, with applications in communication for patients with severe disabilities and improvements in neura…
Can we decode the training data of a Deep Neural Network (DNN) directly from its parameters?Training data of DNNs are assumed safe.
Recent findings by us and by others indicate that this is not the case, with severe implications on Data-Privacy.
Yet, such findings shed light on why DNNs perform so well.On a different front:
Can we decode what a person saw/heard/thinks directly from their brain activity?This may have huge benefits: communicate with “locked-in” patients, explore dreams, man-machin…
WEIZMANN INSTITUTE OF SCIENCE
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