Search Results for author: Yashar Ahmadian

Found 2 papers, 0 papers with code

Capturing the diversity of biological tuning curves using generative adversarial networks

no code implementations14 Jul 2017 Takafumi Arakaki, G. Barello, Yashar Ahmadian

We address this problem by proposing to view mechanistic network models as generative models whose parameters can be optimized to fit the distribution of experimentally measured tuning curves.

BIG-bench Machine Learning

Learning unbelievable probabilities

no code implementations NeurIPS 2011 Zachary Pitkow, Yashar Ahmadian, Ken D. Miller

On the contrary, here we show that many probability distributions have marginals that cannot be reached by belief propagation using any set of model parameters or any learning algorithm.

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