briandepasquale / full-FORCE-demosLinks
Simulations illustrating the results of full-FORCE.
☆13Updated 6 years ago
Alternatives and similar repositories for full-FORCE-demos
Users that are interested in full-FORCE-demos 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…☆35Updated 7 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆166Updated 6 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆98Updated 11 months ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- ☆73Updated 3 years ago
- Models and examples built with TensorFlow☆15Updated 4 years ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- ☆78Updated 3 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 3 months ago
- ☆16Updated 5 years ago
- repository for grid cell network code☆63Updated 2 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- ☆49Updated 3 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Tutorial codes for modeling brains with neural nets☆229Updated 3 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆70Updated 5 years ago
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 9 years ago
- ☆20Updated 3 years ago
- ☆55Updated 2 years ago
- Gaussian Process Factor Analysis with Dynamical Structure☆16Updated 4 years ago
- Python tools for participating in Neural Latents Benchmark '21☆61Updated 11 months ago