Katerina Maria Oikonomou's starred repositories
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
pointnet.pytorch
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
rpg_dvs_ros
ROS packages for DVS
nupic.torch
Numenta Platform for Intelligent Computing PyTorch libraries
Payload-SDK
DJI Payload SDK Official Repository
SVHNClassifier
A TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
Brian2STDPMNIST
Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"
realsense_ros_gazebo
Intel Realsense Tracking and Depth camera simulations
IntelNeuromorphicDNSChallenge
Intel Neuromorphic DNS Challenge
Parametric-Leaky-Integrate-and-Fire-Spiking-Neuron
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
CIF-PyTorch
[ICASSP 2020] CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition (A PyTorch implementation of Continuous Integrate-and-Fire mechanism).
object-detection-with-spiking-neural-networks
Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"
Spiking_NN_RGB_FPGA
FPGA Design of a Spiking Neural Network.
Simple-Spiking-Neural-Network-STDP
A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.
Brian2STDPMNIST
Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"