Simulation of spiking neural networks (SNNs) using PyTorch.

Pure python implementation of SNN

Element Server Suite Community Edition

[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.

Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPR 2024)

Command line admin tool for Synapse (the Matrix reference homeserver)

Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.

TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation

Shared Secret Authenticator password provider module for Matrix Synapse

Programmatic interface to Synapse services for Python

[BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation"

LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation

Focal-Unet: Unet-like Focal Modulation for Medical Image Segmentation https://arxiv.org/abs/2212.09263

Password Provider for Synapse fetching data from a REST endpoint

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.

RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.

[MICCAI 2025] CENet: Context Enhancement Network for Medical Image Segmentation

Send any JSON and form data through webhooks to Matrix end-to-end encrypted (E2EE) rooms with HTTP POST requests

[MICCAI 2023] Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection