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University of Sherbrooke

Montreal, Canada

https://ibalafrej.com

@IsmaelBalafrej

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Ismael Balafrej's starred repositories

joplin

Joplin - the privacy-focused note taking app with sync capabilities for Windows, macOS, Linux, Android and iOS.

Language:TypeScriptNOASSERTION44987 484 6484

DearPyGui

Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies

Language:C++MIT12905 154 1347

handcalcs

Python library for converting Python calculations into rendered latex.

Language:CSSApache-2.05386 87 182

deepsparse

Sparsity-aware deep learning inference runtime for CPUs

Language:PythonNOASSERTION2970 56 136

spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

Language:PythonNOASSERTION1284 18 406

colab-ssh

Connect to Google Colab using SSH

Language:PythonMIT977 15 66

moabb

Mother of All BCI Benchmarks

Language:PythonBSD-3-Clause670 32 272

norse

Deep learning with spiking neural networks (SNNs) in PyTorch.

Language:PythonLGPL-3.0643 15 163

lava

A Software Framework for Neuromorphic Computing

Language:Jupyter NotebookNOASSERTION547 28 314

brainrender

a python based software for visualization of neuroanatomical and morphological data.

Language:PythonBSD-3-Clause537 17 223

ElectrophysiologyData

A list of openly available datasets in (mostly human) electrophysiology.

soundata

Python library for downloading, loading & working with sound datasets

Language:PythonBSD-3-Clause315 11 76

compute-engine

Highly optimized inference engine for Binarized Neural Networks

Language:C++Apache-2.0242 24 145

tonic

Publicly available event datasets and transforms.

Language:PythonGPL-3.0202 16 126

ureact

Functional reactive programming library for c++

Language:C++BSL-1.0155 6 101

picard

Preconditioned ICA for Real Data

Language:PythonBSD-3-Clause108 10 19

LSNN-official

Long short-term memory Spiking Neural Networks

Language:PythonBSD-3-Clause-Clear97 140

models

This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.

Language:Jupyter NotebookBSD-3-Clause81 24 4

PyRates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

Language:PythonGPL-3.073 10 32

eprop-PyTorch

PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.

Language:PythonApache-2.047 3 1

QSNNs

Quantization-aware training with spiking neural networks

Language:PythonNOASSERTION34 3 1

torchneuromorphic

Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors

Language:PythonGPL-3.029 4 1

SpikeCoding

A toolbox for neuromorphic sensing in robotics.

Language:MATLAB15 30

spikes

Code for spike coding networks

Language:HTML14 10

CSNN-VDSP

Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons

Language:PythonMIT11 30

eprop-jax

Minimalistic and fast JAX implementation of the e-prop learning rule for spiking recurrent neural networks.

Language:Jupyter NotebookMIT8 20

PCRITICAL

LSM implementation with the P-CRITICAL plasticity rule

Language:PythonBSD-3-Clause5 80

phasor_networks

Code for phasor network paper

Language:Jupyter Notebook400

covid-vaccine-finder

Quebec Covid-19 Vaccination Appointment finder

Language:PythonGPL-3.03 30

VDSP_Nengo

Implementation of VDSP in Nengo SNN simulator. Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. Front. Neurosci. 16:983950. doi: 10.3389/fnins.2022.983950

Language:Jupyter NotebookMIT3 20