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Search results for pytorch neuroscience

17 search results found

Snntorch ⭐ 935

Deep and online learning with spiking neural networks in Python

Braindecode ⭐ 638

Deep learning software to decode EEG, ECG or MEG signals

Csinva.github.io ⭐ 515

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

Nupic.torch ⭐ 230

Numenta Platform for Intelligent Computing PyTorch libraries

Pytorch_connectomics ⭐ 151

PyTorch Connectomics: segmentation toolbox for EM connectomics

Facemap ⭐ 147

Framework for predicting neural activity from mouse orofacial movements tracked using a pose estimation model. Package also includes singular value decomposition (SVD) of behavioral videos.

Variational Animal Motion Embedding - A tool for time series embedding and clustering

Train PyTorch Models using the Genetic Algorithm with PyGAD

Pytorch_hmax ⭐ 53

Implementation of the HMAX model of vision in PyTorch

Pytorch Prednet ⭐ 32

PredNet implementation using PyTorch

Artificial Neural Variability For Deep Learning ⭐ 14

The PyTorch Implementation of Variable Optimizers/ Neural Variable Risk Minimization. The algorithms are based on the original paper: Artificial Neural Variability for Deep Learning: On overfitting, Noise Memorization, and Catastrophic Forgetting.

Neurotorch ⭐ 13

Biologically based dynamics for machine learning and deep learning tools for neuroscience.

BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data

Embeddersdr ⭐ 8

Embedder with binary sparse distributed representation.

Sparse Coding ⭐ 8

An implementation of Olshausen and Field (96) in PyTorch

Candidate_models ⭐ 7

Candidate Models to evaluate on Brain-Score benchmarks

Pytorch extension implementing LISSOM network and Topographica features

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