An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)
☆321Dec 5, 2025Updated 5 months ago
Alternatives and similar repositories for dPCA
Users that are interested in dPCA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Preprocessing and analysis scripts for the dPCA paper (eLife 2016)☆10Jul 15, 2016Updated 9 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆48Sep 27, 2019Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆51Dec 17, 2021Updated 4 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Sep 9, 2017Updated 8 years ago
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆22Jul 30, 2017Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Fast spike sorting with drift correction☆609Apr 27, 2026Updated 3 weeks ago
- a visualization method for neural data☆248Apr 4, 2025Updated last year
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆73May 12, 2020Updated 6 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆38Oct 18, 2023Updated 2 years ago
- A python package that includes many methods for decoding neural activity☆472Jul 3, 2023Updated 2 years ago
- phy: interactive visualization and manual spike sorting of large-scale ephys data☆411May 9, 2026Updated last week
- Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.☆393May 28, 2021Updated 4 years ago
- An algorithm for unsupervised discovery of sequential structure☆172Mar 17, 2024Updated 2 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆28Aug 29, 2016Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Functions to assess quality of spike sorting results☆34Sep 6, 2023Updated 2 years ago
- cortex lab code for electrophysiology☆84Feb 5, 2024Updated 2 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Jul 23, 2019Updated 6 years ago
- GPU code for spike sorting☆189Feb 19, 2024Updated 2 years ago
- This code package is for the Corrected-Fisher-Randomization (CFR) method. This method generates random surrogate data that preserves a sp…☆10Sep 9, 2017Updated 8 years ago
- Bayesian learning and inference for state space models☆700May 9, 2025Updated last year
- Utilities for managing Neuropixel datasets and Kilosort results☆47May 13, 2025Updated last year
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆99Jul 18, 2022Updated 3 years ago
- A Python-based module for creating flexible and robust spike sorting pipelines.☆788Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Zenith of Event-based Time-locked Anomalies☆15Feb 26, 2024Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆177Jan 10, 2024Updated 2 years ago
- Preferential Subspace Identification Algorithm☆53Feb 7, 2026Updated 3 months ago
- Tools for spike data analysis and visualization☆113Feb 4, 2023Updated 3 years ago
- jPCA for Neural Data Analysis in Python☆53Jul 5, 2023Updated 2 years ago
- Gaussian Process Factor Analysis☆32Aug 27, 2015Updated 10 years ago
- An implementation of piecewise linear time warping for multi-dimensional time series alignment☆188Aug 15, 2024Updated last year
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆21May 15, 2018Updated 8 years ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆30Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Distribution Alignment Decoder (DAD)☆16Dec 22, 2017Updated 8 years ago
- Complete Matlab pipeline for large scale calcium imaging data analysis☆261Jul 4, 2023Updated 2 years ago
- Elephant is the Electrophysiology Analysis Toolkit☆239Mar 8, 2026Updated 2 months ago
- Neural Spike Train Analysis Toolbox for Matlab☆38Mar 23, 2026Updated last month
- Models and examples built with TensorFlow☆15Jan 5, 2021Updated 5 years ago
- Dimensionality reduction of spikes trains☆49Oct 9, 2021Updated 4 years ago
- Tutorial codes for modeling brains with neural nets☆241Aug 12, 2021Updated 4 years ago