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On a train and don't have great wifi -- but there was a super-cool poster at ICLR which demonstrated that training an RNN to perform dead-reckoning naturally pr
by taliesinb 8y ago
On a train and don't have great wifi -- but there was a super-cool poster at ICLR which demonstrated that training an RNN to perform dead-reckoning naturally produced grid-like cells. Is this an extension of that work? Or an independent discovery of the same phenomenon?
I'm trying to reproduce that original work, so far without success.
- jimfleming 8y agoI think you're referring to this paper: "Emergence of grid-like representations by training recurrent neural networks to perform spatial localization". https://arxiv.org/abs/1803.07770 https://arxiv.org/abs/1803.07770 It appears to be from Columbia vs DeepMind with different authors.
- gimagon 8y agoAre you referring to the Cueva paper? I also spent a considerable amount of time trying to replicate it without success. Do you know if the author has released any code yet?