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BI 140 Jeff Schall: Decisions and Eye Movements

Brain Inspired

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The Problem of Model Mimicry in Deep Learning Approaches

There's this problem of model mimicry. Multiple different kinds of models can explain psycho logical behavior, essentially. And a lot of what your research programme has been about is using neural data to decide which is the better model. But then these really large deep learning models, it seems like model memicry would become more of an issue. So how much, you know, how much of a problem do you think model mimicry is in this deep learning approach? Welly, my instinct is to say, if woronat object recognition, would say, sure, keepin. I in the dacarlo lab framework, and we can tell cats from dogs. And now the network

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