Alternatives and similar repositories for PSID:

Users that are interested in PSID are comparing it to the libraries listed below

• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆52Updated 5 months ago
• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆29Updated 2 years ago
• ShanechiLab / torchDFINE
  ☆29Updated last year
• DurstewitzLab / CNS-2023
  A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
  ☆36Updated last year
• Eden-Kramer-Lab / replay_trajectory_classification
  State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
  ☆48Updated 6 months ago
• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆49Updated last month
• glaserlab / sca
  Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors
  ☆27Updated 2 months ago
• ahwillia / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆33Updated last year
• schultzlab / Neural_Manifolds
  A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…
  ☆25Updated last year
• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆19Updated this week
• awillats / dynamics-in-neuro-reading-list
  This reading list is centered around the practical application of linear dynamical systems models to predict neural data
  ☆38Updated 3 years ago
• ShanechiLab / DPAD
  ☆48Updated 5 months ago
• egokcen / mDLAG
  A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…
  ☆15Updated last week
• sandervanbree / braintime
  Brain Time Toolbox: Warp electrophysiological data from clock time to brain time and analyze the dynamic neural patterns of cognitive pro…
  ☆41Updated 2 years ago
• snel-repo / autolfads-tf2
  A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆21Updated last year
• spiketools / spiketools
  Tools for analyzing spiking data from single-neuron recodings.
  ☆26Updated last month
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆52Updated 4 years ago
• SaberaTalukder / Chen_Institute_DataSAI_for_Neuroscience
  ☆29Updated 2 years ago
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆47Updated last year
• brandbci / brand-tutorial
  Tutorial on how to use BRAND
  ☆12Updated last year
• pillowlab / GLMspiketraintutorial_python
  ☆49Updated 2 years ago
• OHBA-analysis / osl-dynamics
  Methods for studying dynamic functional brain activity in neuroimaging data.
  ☆65Updated this week
• Dynamics-of-Neural-Systems-Lab / MARBLE
  Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…
  ☆62Updated last month
• neurallatents / nlb_workshop
  ☆20Updated 3 years ago
• snel-repo / ComputationThroughDynamicsBenchmark
  ☆21Updated 2 months ago
• neuromodulation / py_neuromodulation
  Real-time analysis of intracranial neurophysiology recordings.
  ☆50Updated 2 weeks ago
• jniediek / combinato
  Automatic spike sorting, cluster visualization, spike sorting GUIs
  ☆44Updated last year
• zashwood / glm-hmm
  Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…
  ☆45Updated last year
• BenjoCowley / DataHigh
  DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity
  ☆17Updated 6 years ago
• beteje / LFP_Analysis
  MATLAB code for local field potential analysis
  ☆19Updated 2 years ago