Ekaterina Morozova

This paper introduces Recurrent Mechanistic Models (RMMs) for predicting neural dynamics, showing they can be trained quickly and are interpretable for small circuits.

The paper investigates how two types of reciprocal inhibitory circuits respond differently to perturbations and modulation.

The paper investigates how elevated extracellular potassium affects neuronal activity in the crab pyloric circuit, revealing transient loss followed by recovery of spiking and bursting activity.

This study examines how temperature affects heart and pyloric rhythms in the crab Cancer borealis, finding that heart rhythms are more robust to high temperatures than pyloric rhythms.

This paper models circuit-level mechanisms of ethanol-induced dopamine release from the ventral tegmental area to nucleus accumbens, showing dose-dependent firing changes and the role of synchrony and glutamatergic input.