Alternatives and similar repositories for ComputationThroughDynamicsBenchmark:

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

• mackelab / smc_rnns
  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
  ☆16Updated last month
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆46Updated last year
• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆45Updated 4 months ago
• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆50Updated 3 months ago
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆52Updated 4 years ago
• zashwood / glm-hmm
  Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…
  ☆42Updated last year
• mitchellostrow / DSA
  Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…
  ☆52Updated 2 months ago
• glaserlab / sca
  Sparse component analysis
  ☆26Updated last week
• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆28Updated 2 years ago
• snel-repo / falcon-challenge
  ☆12Updated 2 months ago
• DurstewitzLab / CNS-2023
  A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
  ☆32Updated 10 months ago
• neurallatents / nlb_workshop
  ☆18Updated 2 years ago
• irisstone / glmhmm
  code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)
  ☆28Updated 6 months ago
• pillowlab / GLMspiketraintutorial_python
  ☆49Updated 2 years ago
• Eden-Kramer-Lab / replay_trajectory_classification
  State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
  ☆47Updated 4 months ago
• adrian-valente / lowrank_inference
  Fitting low-rank RNNs to neural trajectories (LINT method).
  ☆16Updated 2 years ago
• OlivierCodol / MotorNet
  A package to train neural networks to perform various motor tasks
  ☆61Updated last week
• EnnyvanBeest / UnitMatch
  Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days
  ☆51Updated 3 weeks ago
• neurallatents / nlb_tools
  Python tools for participating in Neural Latents Benchmark '21
  ☆59Updated 7 months ago
• spiketools / spiketools
  Tools for analyzing spiking data from single-neuron recodings.
  ☆24Updated 2 months ago
• arsedler9 / lfads-torch
  A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆93Updated 3 weeks 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
• BenjoCowley / DataHigh
  DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity
  ☆17Updated 6 years ago
• nicholas-roy / psytrack
  ☆50Updated 4 years ago
• egokcen / mDLAG
  A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…
  ☆13Updated last year
• flatironinstitute / nemos
  NEural MOdelS, a statistical modeling framework for neuroscience.
  ☆89Updated this week
• davindicode / cosyne-2023-generative-models
  Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.
  ☆39Updated last year
• brandbci / brand
  Backend for Real-time Asynchronous Neural Decoding (BRAND)
  ☆26Updated 2 months ago
• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆12Updated 2 years ago
• 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