Stars
Event-based Vision Resources. Community effort to collect knowledge on event-based vision technology (papers, workshops, datasets, code, videos, etc)
Hydra is a framework for elegantly configuring complex applications
Productive, portable, and performant GPU programming in Python.
This repository contains code for three experiments conducted in my thesis.
A leaky integrate-and-fire computational model of the Drosophila brain
A connectome-constrained deep mechanistic network (DMN) model of the fruit fly visual system in PyTorch.
A unity shader to create a hexagonal retinal-projection for drosophila visual model input.
Pytorch Geometric Tutorials
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
A Software Framework for Neuromorphic Computing
A python algorithm for tracking cells in 3D deforming organs
Connectivity algorithms that leverage the MNE-Python API.
EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD
A cross platform application for the OpenBCI Cyton and Ganglion. Tested on Mac, Windows and Ubuntu/Mint Linux.
ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: https://doi.org/10.1088/1741-2552/abda0b.
Threshold annealing in binarized spiking neural networks
Demo script for running spiking network simulations and reproducing Fig. 3a of the model introduced in L. Mazzucato, G. La Camera and A. Fontanini, Expectation-induced modulation of metastable acti…
Simulation of spiking neural networks (SNNs) using PyTorch.
Compact LSTM inference kernel (CLINK) designed in C/HLS for FPGA implementation.
Deep learning software to decode EEG, ECG or MEG signals
Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.