ahwillia / tensortoolsLinks
A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
☆39Updated 2 years ago
Alternatives and similar repositories for tensortools
Users that are interested in tensortools are comparing it to the libraries listed below
Sorting:
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆57Updated 8 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆90Updated 3 months ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆32Updated 2 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆51Updated last month
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 6 years ago
- ☆60Updated 3 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 4 years ago
- Preferential Subspace Identification Algorithm☆54Updated 5 months ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 9 months ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆53Updated 2 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆36Updated 3 years ago
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆46Updated last month
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆25Updated 3 weeks ago
- ☆56Updated 8 months ago
- ☆24Updated 5 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆110Updated this week
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆76Updated 7 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
- Preferential Subspace Identification Algorithm☆53Updated last year
- IBL core shared libraries☆64Updated last week
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 7 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 8 months ago
- Modules for processing extracellular electrophysiology data from Neuropixels probes☆122Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago