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:
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆104Updated last year
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆37Updated 7 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 4 years ago
- ☆74Updated 3 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆20Updated 9 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆141Updated last year
- Recurrent convolutional neural networks for object recognition☆18Updated 5 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 6 years ago
- latent manifold tuning model / P-GPLVM☆13Updated 6 years ago
- ☆82Updated 3 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 8 months ago
- Code for Galgali et al, 2023☆14Updated 2 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- repository for grid cell network code☆69Updated 2 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 4 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆54Updated 9 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 8 years ago
- Models and examples built with TensorFlow☆15Updated 4 years ago
- Python code for estimation of linear-nonlinear model parameters☆21Updated 4 years ago
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- Responses of 10,000 neurons to 2,800 natural images☆72Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- Tutorial codes for modeling brains with neural nets☆236Updated 4 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 4 years ago
- ☆16Updated 5 years ago