ahwillia / netrepLinks
Some methods for comparing network representations in deep learning and neuroscience.
☆141Updated last year
Alternatives and similar repositories for netrep
Users that are interested in netrep are comparing it to the libraries listed below
Sorting:
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 7 months ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated 2 months ago
- Python tools for participating in Neural Latents Benchmark '21☆63Updated last year
- Code base for the SENSORIUM competition.☆64Updated last year
- ☆81Updated 3 years ago
- Tutorial codes for modeling brains with neural nets☆235Updated 4 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆117Updated 8 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- ☆51Updated 4 years ago
- A curated collection of neuroscience tasks with a common interface.☆297Updated this week
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆88Updated 2 months ago
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)☆157Updated this week
- Python package for extracting representations from state-of-the-art computer vision models☆174Updated 2 months ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆72Updated last month
- The standardised environment for the hippocampus and entorhinal cortex models☆77Updated 3 weeks ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆35Updated 2 years ago
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 4 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Python library for Representational Similarity Analysis☆223Updated last week
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆102Updated last year
- repository for grid cell network code☆66Updated 2 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated 2 months ago
- Machine Learning Utils of Sinzlab☆29Updated 3 weeks ago
- ☆83Updated 8 months ago
- NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis☆12Updated 6 months ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago