Sara Ann Haddad

Mapping circuit dynamics during function and dysfunction

The paper maps neural circuit dynamics across functional and dysfunctional states using statistical features of spike times in the pyloric circuit of C. borealis.

Coupling between fast and slow oscillator circuits in Cancer borealis is temperature compensated

The paper shows that temperature-dependent changes in rhythm frequency do not disrupt integer coupling between fast and slow oscillators in Cancer borealis.

Training deep neural density estimators to identify mechanistic models of neural dynamics

This paper introduces a machine learning method using deep neural density estimators to perform Bayesian inference on neural dynamics models, demonstrating its application to various neural systems.

Circuit robustness to temperature perturbation is altered by neuromodulators

The paper examines how temperature affects the pyloric rhythm of Cancer borealis crabs in the presence and absence of neuromodulators, finding that some neuromodulators enhance rhythm stability while others reduce it.