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
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆40Updated 5 years ago
- ☆71Updated 3 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- ☆54Updated 2 years ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Code for Galgali et al, 2023☆13Updated 2 years ago
- ☆17Updated 6 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆17Updated 3 months ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆97Updated 10 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆35Updated last year
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆18Updated 7 years ago
- ☆20Updated 3 years ago
- repository for grid cell network code☆63Updated 2 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆70Updated 5 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
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆53Updated 3 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆21Updated 2 months ago
- Analysis code for the OpenScope Credit Assignment project.☆11Updated 11 months ago
- ☆16Updated 5 years ago
- 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
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆21Updated 7 years ago