A Step Towards Uncovering The Structure of Multistable Neural Networks

no code implementations • 6 Oct 2022 • Magnus Tournoy, Brent Doiron

The stable states are identified by their semipositivity constraints on the synaptic weight matrix.

Large-scale neural recordings call for new insights to link brain and behavior

1 code implementation • 26 Mar 2021 • Anne E. Urai, Brent Doiron, Andrew M. Leifer, Anne K. Churchland

Neuroscientists today can measure activity from more neurons than ever before, and are facing the challenge of connecting these brain-wide neural recordings to computation and behavior.

A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits

1 code implementation • NeurIPS 2019 • Wenhao Zhang, Si Wu, Brent Doiron, Tai Sing Lee

This study provides a normative theory for how Bayesian causal inference can be implemented in neural circuits.

Causal Inference Model Selection