An algorithm for unsupervised discovery of sequential structure
☆169Mar 17, 2024Updated last year
Alternatives and similar repositories for seqNMF
Users that are interested in seqNMF are comparing it to the libraries listed below
Sorting:
- An algorithm for unsupervised discovery of sequential structure☆28Aug 7, 2018Updated 7 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆71Jul 18, 2023Updated 2 years ago
- a visualization method for neural data☆241Apr 4, 2025Updated 10 months ago
- Dimensionality reduction of spikes trains☆49Oct 9, 2021Updated 4 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆73May 12, 2020Updated 5 years ago
- Deconvolution of calcium imaging data☆105Jan 21, 2025Updated last year
- Machine Learning Methods for Neural Data Analysis☆20May 16, 2025Updated 9 months ago
- CNN-ripple is a 1D convolutional neural network (CNN) operating over high-density LFP recordings to detect hippocampal SWR both offline a…☆16Nov 15, 2022Updated 3 years ago
- Code for internal lab sharing - polishing has started but is by no means complete☆132Updated this week
- Analysis code for the results of the spikefinder challenge☆12Feb 19, 2018Updated 8 years ago
- Gaussian Process Factor Analysis☆32Aug 27, 2015Updated 10 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆317Dec 5, 2025Updated 2 months ago
- A python package that includes many methods for decoding neural activity☆468Jul 3, 2023Updated 2 years ago
- ☆13Nov 7, 2019Updated 6 years ago
- Project repo for gpSLDS☆17Jan 12, 2026Updated last month
- methods for detecting/quantifying reactivation and replay in neural data☆12May 8, 2021Updated 4 years ago
- Registration of cells across sessions.☆76Aug 20, 2024Updated last year
- ☆41Sep 29, 2021Updated 4 years ago
- Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike dec…☆717Feb 19, 2026Updated last week
- Neuroelectrophysiology object model and data analysis in Python.☆50Jan 26, 2026Updated last month
- Automated dynamical systems inference☆38Jul 5, 2023Updated 2 years ago
- Constrained Nonnegative Matrix Factorization for microEndoscopic data☆152Aug 2, 2024Updated last year
- Gaussian process factor analysis with Poisson observations☆19Jul 6, 2022Updated 3 years ago
- Bayesian learning and inference for state space models☆677May 9, 2025Updated 9 months ago
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Feb 8, 2023Updated 3 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆99Jul 18, 2022Updated 3 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Apr 6, 2025Updated 10 months ago
- Revealing neural correlates of behavior without behavioral measurements☆16Nov 18, 2019Updated 6 years ago
- A collection of useful MATLAB libraries☆16May 31, 2016Updated 9 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Sep 27, 2019Updated 6 years ago
- Neo is a package for representing electrophysiology data in Python, together with support for reading a wide range of neurophysiology fil…☆356Feb 15, 2026Updated last week
- ☆29Oct 22, 2025Updated 4 months ago
- Exercises and examples for the latent dynamics workshop☆19Jul 18, 2025Updated 7 months ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆30Feb 11, 2025Updated last year
- Distribution Alignment Decoder (DAD)☆16Dec 22, 2017Updated 8 years ago
- ☆24Jan 15, 2020Updated 6 years ago
- Codebase for Cross-Spectral Factor Analysis (Gallagher et al., 2017)☆15Jan 18, 2021Updated 5 years ago
- The official re-implementation of the Neurips 2021 paper, "Targeted Neural Dynamical Modeling".☆10Mar 4, 2022Updated 3 years ago
- A quickstart guide to tensor decomposition☆72May 10, 2022Updated 3 years ago