sompolinsky-lab / dnn-object-manifoldsLinks
☆52Updated 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.☆141Updated last year
- ☆82Updated 3 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 3 years ago
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- The framework for inferring Langevin dynamics from spike data☆48Updated 7 months ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Exercises and examples for the latent dynamics workshop☆19Updated 5 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 6 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 9 months ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆37Updated 7 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆104Updated last year
- Code for Galgali et al, 2023☆14Updated 2 years ago
- ☆24Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 4 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆35Updated 2 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆93Updated 4 months ago
- ☆30Updated 3 years ago
- ☆33Updated last year
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 8 years ago
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 6 months ago
- The standardised environment for the hippocampus and entorhinal cortex models☆78Updated 3 weeks ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆36Updated 3 years ago
- latent manifold tuning model / P-GPLVM☆13Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 4 years ago