Search Results for author: Shahab Bakhtiari

Found 3 papers, 0 papers with code

The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning

no code implementations NeurIPS 2021 Shahab Bakhtiari, Patrick Mineault, Timothy Lillicrap, Christopher Pack, Blake Richards

We show that when we train a deep neural network architecture with two parallel pathways using a self-supervised predictive loss function, we can outperform other models in fitting mouse visual cortex.

CaLFADS: latent factor analysis of dynamical systems in calcium imaging data

no code implementations1 Jan 2021 Luke Yuri Prince, Shahab Bakhtiari, Colleen J Gillon, Blake Aaron Richards

As such, the success of dynamic latent variable modelling in calcium imaging data rests on being able to disentangle the contribution of these two sources of variation.

Point Processes

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