Gaussian process factor analysis with Poisson observations
☆21Jul 6, 2022Updated 3 years ago
Alternatives and similar repositories for poisson-gpfa
Users that are interested in poisson-gpfa are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Gaussian Process Factor Analysis☆32Aug 27, 2015Updated 10 years 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
- 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
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆72Jul 18, 2023Updated 2 years ago
- ☆12Jul 6, 2023Updated 2 years ago
- 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.
- analysis tools for large-scale neural recordings☆17Apr 4, 2025Updated last year
- Python implementation of spike distance metrics☆77May 11, 2026Updated last month
- A SciUnit library for validation testing of spiking neural network models.☆17Aug 1, 2024Updated last year
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆49Sep 27, 2019Updated 6 years ago
- CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains. Endo et al., bioRxiv (2020).☆14Aug 12, 2022Updated 3 years ago
- MatLab code for Srpinger book 'Advanced Data Analysis in Neuroscience'☆22May 20, 2018Updated 8 years ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆27Jan 26, 2026Updated 5 months ago
- Revealing neural correlates of behavior without behavioral measurements☆18Nov 18, 2019Updated 6 years ago
- Visualization of electrophysiological data from Elephant☆25Oct 21, 2024Updated last year
- 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.
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆17Apr 6, 2025Updated last year
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆28Aug 29, 2016Updated 9 years ago
- Kernel Current Source Density☆24Jun 26, 2024Updated 2 years ago
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆22Jul 30, 2017Updated 8 years ago
- algorithms for mass univariate regression☆13Aug 21, 2018Updated 7 years ago
- Python-implementation of the inverse current source density (iCSD) methods from http://software.incf.org/software/csdplotter☆13May 15, 2025Updated last year
- Method to find contrastive dimensions between experimental conditions☆28Mar 29, 2026Updated 3 months ago
- Synthesizing moving textures with parameterized features☆15Sep 26, 2022Updated 3 years ago
- Preprocessing and analysis scripts for the dPCA paper (eLife 2016)☆10Jul 15, 2016Updated 9 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Recordings of 10k neurons during spontaneous behaviors☆55Mar 22, 2024Updated 2 years ago
- An algorithm for unsupervised discovery of sequential structure☆177Mar 17, 2024Updated 2 years ago
- A quickstart guide to tensor decomposition☆73May 10, 2022Updated 4 years ago
- Python package for computing partial information decomposition.☆13Mar 15, 2019Updated 7 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data