FedeClaudi / pyrnn
pythorcn implementation of a vanilla RNN
☆11Updated 3 years ago
Alternatives and similar repositories for pyrnn
Users that are interested in pyrnn are comparing it to the libraries listed below
Sorting:
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- ☆51Updated 2 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆9Updated 3 years ago
- ☆30Updated 2 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆66Updated last year
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆31Updated 2 weeks ago
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆30Updated 9 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆49Updated 7 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆35Updated last year
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆38Updated 3 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Metrics for spike sorting validation/quality control☆13Updated 3 years ago
- Tutorial☆10Updated 4 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆26Updated 2 months ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- jPCA for Neural Data Analysis in Python☆50Updated last year
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆19Updated 3 weeks ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated last month
- A package to train neural networks to perform various motor tasks☆66Updated last week
- ☆22Updated 3 months ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆20Updated 5 years ago
- ☆23Updated 5 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆80Updated 8 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆51Updated 2 months ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated last month
- a Python package for unbiased estimation of timescales and hypothesis testing☆26Updated 2 weeks ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆37Updated last year