ShanechiLab / multiscaleEM
Multiscale EM algorithm
☆8Updated 4 years ago
Alternatives and similar repositories for multiscaleEM:
Users that are interested in multiscaleEM are comparing it to the libraries listed below
- SpikeForest -- spike sorting analysis for website -- version 2☆34Updated 2 years ago
- ☆17Updated 4 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆29Updated 2 years ago
- Preferential Subspace Identification Algorithm☆52Updated 5 months ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆44Updated last year
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- Tools for analyzing spiking data from single-neuron recodings.☆26Updated last month
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆49Updated last month
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆48Updated 7 months ago
- 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
- Time series visualizer and data processing tools for Electrocorticography (ECoG) signals stored in NWB files, for Python.☆24Updated 10 months ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Analysis code used to create figures in Gao et al., 2017☆15Updated 7 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆29Updated last year
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆34Updated last year
- Neuroelectrophysiology object model and data analysis in Python.☆51Updated last month
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆45Updated 5 years ago
- ☆29Updated last year
- This repo allows for the complete reproduction, from processed data, of all the main and supplemental figures in the manuscript Non-linea…☆22Updated last year
- Extracting neuronal functional network dynamics via adaptive Granger causality analysis☆18Updated 7 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 2 weeks ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆27Updated 2 months ago
- ☆29Updated 2 years ago
- ☆23Updated 5 years ago
- Neural Spike Train Analysis Toolbox for Matlab☆34Updated 7 years ago
- Spike Sorting Utilities☆9Updated 2 years ago
- Preferential Subspace Identification Algorithm☆49Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Coding exercises for Neural Data Science at CSHL in 2019☆28Updated 4 years ago