pillowlab / LNPfittingLinks
Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood
☆19Updated 8 years ago
Alternatives and similar repositories for LNPfitting
Users that are interested in LNPfitting are comparing it to the libraries listed below
Sorting:
- ☆57Updated 11 months ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 6 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 8 years ago
- ☆24Updated 6 years ago
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆73Updated 5 years ago
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆22Updated 8 years ago
- Python tools for analysis of neurophysiology data☆37Updated 2 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆33Updated 5 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆60Updated 11 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- Revealing neural correlates of behavior without behavioral measurements☆16Updated 6 years ago
- latent manifold tuning model / P-GPLVM☆13Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆51Updated 4 years ago
- YASS: Yet Another Spike Sorter☆69Updated 3 years ago
- Neuropixels case for chronic recordings in freely moving mice.☆19Updated 6 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆31Updated 5 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆98Updated 3 years ago
- IBL core shared libraries☆66Updated this week
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆46Updated 2 months ago
- code accompanying Pellegrino*, Stein*, & Cayco-Gajic (2023).☆14Updated last year
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆32Updated 2 years ago
- Detect synchronous and overlapped spikes in extracellular recordings using Binary Pursuit (Pillow et al 2013)☆12Updated 11 years ago
- Codebase for Cross-Spectral Factor Analysis (Gallagher et al., 2017)☆15Updated 5 years ago
- ☆60Updated 3 years ago
- Machine Learning Methods for Neural Data Analysis☆20Updated 8 months ago
- jPCA for Neural Data Analysis in Python☆52Updated 2 years ago