Julia C. Costacurta

Structured flexibility in recurrent neural networks via neuromodulation

This paper introduces a neuromodulated RNN model that uses synaptic gain scaling to improve training and generalization on canonical tasks, and shows how it implements gating mechanisms found in artificial RNNs.

Evaluating Invasive EEG Implantations in Medically Refractory Epilepsy with Functional Scalp EEG Recordings and Structural Imaging Data

This paper introduces a method combining scalp EEG and imaging data to improve EZ localization in MRE patients, showing better overlap with successful implantations.