LDlabs / seqMultiTaskRNNLinks
sequential learning in orthogonal subspaces
☆14Updated 5 years ago
Alternatives and similar repositories for seqMultiTaskRNN
Users that are interested in seqMultiTaskRNN are comparing it to the libraries listed below
Sorting:
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆37Updated 7 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 9 months ago
- ☆52Updated 4 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆142Updated last year
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 8 years ago
- Code for Galgali et al, 2023☆14Updated 2 years ago
- Recurrent Switching Linear Dynamical Systems☆116Updated 2 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆104Updated last year
- ☆24Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- ☆14Updated 2 years ago
- repository for grid cell network code☆71Updated 2 years ago
- Gaussian Process Factor Analysis☆32Updated 10 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 4 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Recurrent state-space models for decision making☆30Updated 3 years ago
- Short-term plasticity RNN models in Tensorflow☆36Updated 5 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 4 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated 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
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆72Updated 3 weeks ago
- ☆83Updated 3 years ago
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 3 years ago
- ☆22Updated last year
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Updated 2 years ago
- ☆74Updated 3 years ago
- Analysis of hippocampal activity in the towers task☆23Updated 4 years ago