Emory BMI GSoC Project Ideas

Supporting code for the GX Dataset

Multidigraph learning (MDGL) for training recurrent spiking neural networks

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

Python implementation of the NICE & SONIC models for multiple neuron types, along with command-line scripts for rapid simulations.

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

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

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

Python scripts & notebooks to generate the data & figures of the SONIC paper (Lemaire et al. 2019).

Python program for tracking and recording power input to ultrasonic neuromodulation system using PicoScope® 5000 Series

Python scripts to generate the data and figures of the morphoSONIC paper by Lemaire et al. (2021).

Simulations of modulation of HCN channels in L5PCs (Mäki-Marttunen and Mäki-Marttunen accepted)

Wiki for the neuromodulation platform at the Fondation Campus Biotech Geneva.

Python module for interfacing with a tVNS-R stimulator.

Synaptic vesicle fusion model (Church et al 2021)

Code associated with the SPARC Marker Paper