Efficient Deep Learning for MRI

How to learn useful features for classifiers when only few examples are available?

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Spiking Cochlear Implants

How is sound transported to the brain? This question is central to the design of cochlear implants that enables patients with severely damaged hearing to hear again.

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Enough is too much?

Association does not imply causality, and this is the main reason for the traditional clinical trial. Before going for clinical trials, can we learn more about causality from assocation? Recent research show that this is actually possible!

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