MariamAlz

SNN_CV_Applications_Resources

Paper list for SNN based computer vision tasks.

FPGA_Spiking_NN

CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers

Nengo

STDP implementation for Nengo and single layer network

SNN

This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.

FPGA_SNN_STDP

FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks

sym-STDP-SNN

Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule"

PySNN

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP

What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

no-reset-object-detection-with-snn

Repository code for the Chapter 5 of my PhD thesis "Performance of spiking neural networks on event data for embedded automotive applications"

SNN

Spatial-Structure Neural Network for simultaneous object detection, recognition, and tracking.

SNN-Automotive-Object-Detection

Code of the paper "Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery"

awesome-yolo-object-detection

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

SNN-NMNIST-Object-Recognition

An object detection model for NMNIST larger video frame

awesome-dehazing

A curated list of awesome dehazing papers

event-based_vision_resources

simple_airsim

IEBCS

ICNS Event Based Camera Simulator

rpg_esim

ESIM: an Open Event Camera Simulator

rpg_davis_simulator

Simulate a DAVIS camera from synthetic Blender scenes

Awesome-GANs

Awesome Generative Adversarial Networks with tensorflow

DeblurGanToDehaze

Transfer DeBlurGan to dehaze

Dehaze-GAN

TensorFlow code for Single Image Haze Removal using a Generative Adversarial Network

nengo-loihi

Run Nengo models on Intel's Loihi chip

AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

flask-boilerplate

Boilerplate template for a Python Flask application with Flask-SQLAlchemy, Flask-WTF, Fabric, Coverage, and Bootstrap

Flask-React-Recipes

This is code for a series of videos where I build a full-stack web application with ReactJS and the Flask framework.

ibm-quantum-challenge-spring-2023

For IBM Quantum Challenge Spring 2023

DeblurSR

DeblurSR: Event-Based Motion Deblurring Under the Spiking Representation (AAAI 2024)

Video-ChatGPT

[ACL 2024 🔥] Video-ChatGPT is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.