Alternatives and similar repositories for bci_learning:

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

• pillowlab / neuroGLM
  Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).
  ☆69Updated 4 years ago
• YunzheLiu / TDLM
  methods & simulation code to measure sequential replay
  ☆41Updated 3 years ago
• joao-semedo / communication-subspace
  Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)
  ☆43Updated 5 years ago
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆45Updated last year
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆52Updated 4 years ago
• egokcen / DLAG
  A dimensionality reduction framework for disentangling the flow of signals between populations of neurons
  ☆26Updated 2 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
• awillats / dynamics-in-neuro-reading-list
  This reading list is centered around the practical application of linear dynamical systems models to predict neural data
  ☆37Updated 3 years ago
• PeyracheLab / Tutorial_HDPlaceCells_Analysis
  A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.
  ☆14Updated 6 years ago
• arthur-pe / slicetca
  Library to perform Slice Tensor Component Analysis (sliceTCA)
  ☆38Updated 3 months ago
• MouseLand / stringer-pachitariu-et-al-2018a
  Recordings of 10k neurons during spontaneous behaviors
  ☆50Updated 9 months ago
• pillowlab / GLMspiketools
  Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).
  ☆38Updated 5 years ago
• adrian-valente / populations_paper_code
  Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper
  ☆25Updated 2 years ago
• lfads / lfads-run-manager
  Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)
  ☆50Updated 3 years ago
• nsteinme / steinmetz-et-al-2019
  Code accompanying Steinmetz et al., 2019
  ☆55Updated 3 years ago
• PeyracheLab / StarterPack
  Tutorial
  ☆10Updated 3 years ago
• gamaleldin / TME
  This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …
  ☆17Updated 7 years ago
• Summer-MIND / mind_2019
  Materials for Methods in Neuroscience at Dartmouth (MIND) 2019 Summer School on Cognitive Maps
  ☆51Updated 4 years ago
• xjwanglab / book
  ☆23Updated 2 months ago
• pillowlab / GLMspiketraintutorial
  Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data
  ☆92Updated 2 years ago
• pillowlab / GLMspiketraintutorial_python
  ☆46Updated 2 years ago
• glaserlab / sca
  Sparse component analysis
  ☆26Updated 3 weeks ago
• nicholas-roy / psytrack
  ☆49Updated 4 years ago
• kstach01 / CogModelingRNNsTutorial
  ☆48Updated 9 months ago
• karthikcl2590 / NeuralTraj
  Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.
  ☆19Updated 7 years ago
• snel-repo / ComputationThruDynamicsBenchmark
  ☆12Updated 2 weeks ago
• nelpy / nelpy
  Neuroelectrophysiology object model and data analysis in Python.
  ☆49Updated last month
• seanmperkins / mint
  Home of the neural decode algorithm MINT.
  ☆14Updated last year
• ShanechiLab / PyPSID
  Preferential Subspace Identification Algorithm
  ☆50Updated 2 months ago
• spiketools / spiketools
  Tools for analyzing spiking data from single-neuron recodings.
  ☆24Updated last month