Developing ML-driven software for LFP detection, optimization of closed-loop IED detection/stimulation algorithms, setup of RHS 2116 SPI, and real-time visualization of data streamed from that same RHS 2116.
Single-cell neuron recordings to classify estrous cycle phase: a study of ML model and single-cell interpretability.
Optimizing reinforcement learning decoding approaches to EMG-based upper-limb prosthetics.
Prototyped modifications to stereotactic depth electrodes for enhanced diagnostic fidelity in focal epilepsy patients.
Human factors research on optimal learning conditions and trust in human-robot interaction.