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That makes sense. Since you seem to have expertise in this domain, may I ask what is the current state-of-the-art for generative models for modeling learning/be
by saeranv 4y ago
That makes sense. Since you seem to have expertise in this domain, may I ask what is the current state-of-the-art for generative models for modeling learning/behaviour, in the neuroscience community? If any...
- eli_gottlieb 4y agoThe neuroscience community doesn't really keep "benchmarks" the way the machine learning community does. The trouble this causes for us right now is that many experimental tasks now used in neuroscience are simpler than the corresponding tasks used in ML, and so could be "solved" by a significantly simpler model. That said, I've seen stuff like the Hierarchical Gaussian Filter used to fit behavioral data: https://link.springer.com/chapter/10.1007/978-3-030-93736-2_57 https://link.springer.com/chapter/10.1007/978-3-030-93736-2_...