Emory BMI GSoC Project Ideas

Openwater's Open-Source Neuromodulation Software

Supporting code for the GX Dataset

Neuromodulatory Control Networks (NCNs), a novel LLM architectural modification inspired by the neuromodulatory systems in the vertebrate brain.

Openwater's Open-Source Neuromodulation Hardware

focused ultrasound toolbox

Multidigraph learning (MDGL) for training recurrent spiking neural networks

A 3D Slicer extension for Openwater’s OpenLIFU (Low Intensity Focused Ultrasound) research platform, providing an advanced interface to features found in the OpenLIFU app.

Python port of the PARRM algorithm for removing periodic artefacts from signals.

Graphical user interface for planning and controlling Open-LIFU sonications

Image-to-image deep learning framework for MRI to porosity map translation

ANML: A Neuromodulated Meta-Learning algorithm (using the `higher` framework)

Python+NEURON framework enabling the creation of morphologically-structured neuron models incorporating the SONIC paradigm.

open-LIFU TX Module Firmware for STM32L443

Control Software for the OpenLIFU Verification Tank

Openwater LIFU SDK — standalone hardware I/O interface library.

OpenLIFU Electronics (PCB) Designs

A repository implementing a biologically inspired spiking neural network for psychological profiling. This project uses my own "QLIF-Neurons" by incorporating feedback and cross‐connections among key brain regions (e.g., prefrontal cortex, amygdala, hippocampus, thalamus, and striatum) and integrates text‐based emotion analysis.

OpenLifu Console Power PCB Firmware

Openwater Phantoms