bwbrunton / dmd-neuro

Related projects ⓘ

Alternatives and complementary repositories for dmd-neuro

• flatironinstitute / spikeforest_old
  SpikeForest -- spike sorting analysis for website
  ☆16Updated 4 years ago
• montaltoalessandro / MuTE
  ☆10Updated 7 years ago
• brain-modelling-group / neural-flows
  Estimation, analysis and decomposition of brainwave spatiotemporal dynamics
  ☆27Updated 3 years ago
• tapios / arfit
  ARfit: Multivariate Autoregressive Model Fitting
  ☆27Updated 7 years ago
• gallantlab / tikreg
  Tikhonov regression in python
  ☆28Updated last year
• liubenyuan / py-oopsi
  Python implementation of fast-oopsi, smc-oopsi, wiener, and discretize with binning
  ☆14Updated 2 years ago
• OHBA-analysis / MEG-ROI-nets
  Stationary network analysis for MEG
  ☆12Updated 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 …
  ☆16Updated 7 years ago
• snel-repo / autolfads-tf2
  A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆19Updated last year
• Arsha89 / AGC_Analysis
  Extracting neuronal functional network dynamics via adaptive Granger causality analysis
  ☆19Updated 6 years ago
• MouseLand / stringer-pachitariu-et-al-2018a
  Recordings of 10k neurons during spontaneous behaviors
  ☆50Updated 7 months ago
• iahncajigas / nSTAT
  Neural Spike Train Analysis Toolbox for Matlab
  ☆33Updated 7 years ago
• slinderman / pyhsmm_spiketrains
  Code for fitting neural spike trains with nonparametric hidden Markov and semi-Markov models built upon mattjj's PyHSMM framework.
  ☆13Updated 6 years ago
• catniplab / vlgp
  Dimensionality reduction of spikes trains
  ☆48Updated 3 years ago
• flatironinstitute / ironclust
  Spike sorting software being developed at Flatiron Institute, based on JRCLUST (Janelia Rocket Cluster)
  ☆28Updated 2 years ago
• frsong / pycog
  Train excitatory-inhibitory recurrent neural networks for cognitive tasks.
  ☆48Updated 8 years ago
• cunni / ldr
  code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research
  ☆25Updated 8 years ago
• waq1129 / LMT
  latent manifold tuning model / P-GPLVM
  ☆12Updated 5 years ago
• ahbarnett / validspike
  Spike-sorting and validation metric codes in MATLAB and C
  ☆12Updated 7 years ago
• lyprince / hierarchical_lfads
  Pytorch implementation of lfads, and hierarchical extension
  ☆26Updated 2 years ago
• tachukao / mgplvm-pytorch
  ☆24Updated last year
• yu-takagi / dSCA
  Demixed Shared Component Analysis
  ☆13Updated 4 years ago
• aecker / gpfa
  Gaussian Process Factor Analysis
  ☆28Updated 9 years ago
• ahwillia / tensor-demo
  A quickstart guide to tensor decomposition
  ☆69Updated 2 years ago
• pillowlab / LNPfitting
  Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood
  ☆19Updated 6 years ago
• INM-6 / hybridLFPy
  Biophysics-based prediction of LFPs from point-neuron networks
  ☆10Updated 9 months ago
• lindermanlab / PPSeq.jl
  Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains
  ☆62Updated last year
• lrkrol / permutationTest
  A permutation test (aka randomization test) for MATLAB.
  ☆22Updated 9 months ago
• catniplab / crossFrequencyCoupling
  estimate cross-frequency coupling (aka nested oscillation or phase-amplitude coupling) for neural signals
  ☆15Updated 8 years ago
• slinderman / pyglm
  Interpretable neural spike train models with fully-Bayesian inference algorithms
  ☆48Updated 6 years ago