Pinned Repositories
bams
PyTorch implementation of BAMS (https://multiscale-behavior.github.io/)
bgrl
PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)
deepbraindisco
Discovery of microarchitecture in brain imagery with deep learning
EIT
PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers" (NeurIPS 2022)
halfhop
Official Implementation of Half-Hop
latentOT
Latent optimal transport (LOT) for low rank transport and clustering
myow
PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
PyHiWA
Alignment between clustered datasets via hierarchical Wasserstein distance
SwapVAE
PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity
xray-thc
x-ray microCT dataset from a thalamocortical section of mouse brain
NerDS Lab :: Neural Data Science Lab's Repositories
nerdslab/bgrl
PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)
nerdslab/PyHiWA
Alignment between clustered datasets via hierarchical Wasserstein distance
nerdslab/myow
PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
nerdslab/latentOT
Latent optimal transport (LOT) for low rank transport and clustering
nerdslab/halfhop
Official Implementation of Half-Hop
nerdslab/SwapVAE
PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity
nerdslab/EIT
PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers" (NeurIPS 2022)
nerdslab/bams
PyTorch implementation of BAMS (https://multiscale-behavior.github.io/)
nerdslab/DAD
Distribution Alignment Decoder
nerdslab/deepbraindisco
Discovery of microarchitecture in brain imagery with deep learning
nerdslab/SEED
sparse self-expressive decompositions
nerdslab/xbrain-dvid
Methods for segmentation and cell detection from X-ray datasets
nerdslab/xray-thc
x-ray microCT dataset from a thalamocortical section of mouse brain
nerdslab/GAFormer
nerdslab/myow-neuro
PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
nerdslab/xbrain
methods for segmenting large 3D brain image volumes
nerdslab/HandsOnTech
Introduction to image processing and style transfer
nerdslab/LatentDR
PyTorch implementation of LatentDR
nerdslab/lolcat
Code for "Transcriptomic cell type structures in vivo neuronal activity across multiple time scales"
nerdslab/augmentation-theory
nerdslab/bams_interactive_vis
Interactive visualization tool for keypoint data
nerdslab/bams_simulated_quadrupeds
Scripts for generating Simulated Quadrupeds Dataset from BAMS (https://multiscale-behavior.github.io/)
nerdslab/celldetect
2D and 3D cell detection using sparse approximation
nerdslab/oasis
subset selection methods for large-scale kernel learning
nerdslab/arcade
Approximating Cellular Densities (Arcade) | estimating the laminar (layer) distribution of cells in microscopy data
nerdslab/brainsynth
generative models to synthesize images of brains
nerdslab/nerds
Matlab package for spike inference from calcium imaging data
nerdslab/xbrain-website