sompolinsky-lab / dnn-object-manifoldsLinks
☆50Updated 4 years ago
Alternatives and similar repositories for dnn-object-manifolds
Users that are interested in dnn-object-manifolds are comparing it to the libraries listed below
Sorting:
- ☆74Updated 3 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆140Updated last year
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 2 years ago
- ☆81Updated 3 years ago
- The framework for inferring Langevin dynamics from spike data☆43Updated 4 months ago
- repository for grid cell network code☆65Updated 2 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
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- Exercises and examples for the latent dynamics workshop☆19Updated last month
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆68Updated 2 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 5 months ago
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- Recordings of 10k neurons during spontaneous behaviors☆53Updated last year
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆100Updated last year
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆38Updated last year
- The standardised environment for the hippocampus and entorhinal cortex models☆75Updated last week
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 3 months ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago
- Dynamical Components Analysis☆32Updated 2 weeks ago
- ☆30Updated 3 years ago
- ☆39Updated last year
- This code package is for the Corrected-Fisher-Randomization (CFR) method. This method generates random surrogate data that preserves a sp…☆10Updated 8 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- ☆32Updated last year
- Code base for the SENSORIUM competition.☆64Updated last year