AntonioCCosta / local-linear-segmentationLinks
This repository contains the main scripts for local linear segmentation and subsequent analysis of the resulting model space
☆15Updated 5 years ago
Alternatives and similar repositories for local-linear-segmentation
Users that are interested in local-linear-segmentation are comparing it to the libraries listed below
Sorting:
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆25Updated last month
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆92Updated 4 months ago
- Preferential Subspace Identification Algorithm☆54Updated 6 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆52Updated 2 months ago
- ☆37Updated 4 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated 2 weeks ago
- Code for Galgali et al, 2023☆14Updated 2 years ago
- Spike sorting software being developed at Flatiron Institute, based on JRCLUST (Janelia Rocket Cluster)☆29Updated 3 years ago
- ☆60Updated 3 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 4 years ago
- A SciUnit library for validation testing of spiking neural network models.☆16Updated last year
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆32Updated 3 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆58Updated 9 months ago
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆78Updated 7 years ago
- Exercises and examples for the latent dynamics workshop☆19Updated 4 months ago
- a Python package for unbiased estimation of timescales and hypothesis testing☆28Updated 7 months ago
- Preferential Subspace Identification Algorithm☆53Updated last year
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 8 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- ☆33Updated last year
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- 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
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆30Updated 2 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 8 months ago
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- IBL core shared libraries☆65Updated this week