Gaussian process factor analysis with Poisson observations
☆21Jul 6, 2022Updated 4 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☆33Aug 27, 2015Updated 11 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☆180Jan 10, 2024Updated 2 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆72Jul 18, 2023Updated 3 years ago
- ☆12Jul 6, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Kernel Current Source Density☆25Jun 26, 2024Updated 2 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆50Sep 27, 2019Updated 7 years ago
- A SciUnit library for validation testing of spiking neural network models.☆17Aug 1, 2024Updated 2 years ago
- CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains. Endo et al., bioRxiv (2020).☆14Aug 12, 2022Updated 4 years ago
- Revealing neural correlates of behavior without behavioral measurements☆18Nov 18, 2019Updated 6 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆145Updated this week
- Exercises and examples for the latent dynamics workshop☆20Jul 16, 2026Updated 2 months ago
- MatLab code for Srpinger book 'Advanced Data Analysis in Neuroscience'☆23May 20, 2018Updated 8 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆20Apr 6, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Some methods for comparing network representations in deep learning and neuroscience.☆146Jul 30, 2024Updated 2 years ago
- Visualization of electrophysiological data from Elephant☆25Sep 15, 2026Updated 3 weeks ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆28Aug 29, 2016Updated 10 years ago
- analysis tools for large-scale neural recordings☆17Apr 4, 2025Updated last year
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆27Jan 26, 2026Updated 8 months ago
- Topology Aware Task Mapping Tool☆14Jul 27, 2016Updated 10 years ago
- Python package for computing partial information decomposition.☆13Mar 15, 2019Updated 7 years ago
- Neuropixels case for chronic recordings in freely moving mice.☆19Dec 3, 2019Updated 6 years ago
- Python-implementation of the inverse current source density (iCSD) methods from http://software.incf.org/software/csdplotter☆13May 15, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆22Jul 30, 2017Updated 9 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆53Sep 26, 2025Updated last year
- algorithms for mass univariate regression☆13Aug 21, 2018Updated 8 years ago
- Method to find contrastive dimensions between experimental conditions☆29Mar 29, 2026Updated 6 months ago
- Preprocessing and analysis scripts for the dPCA paper (eLife 2016)☆10Jul 15, 2016Updated 10 years ago
- Recordings of 10k neurons during spontaneous behaviors☆55Aug 12, 2026Updated last month
- An algorithm for unsupervised discovery of sequential structure☆177Mar 17, 2024Updated 2 years ago
- A quickstart guide to tensor decomposition☆74May 10, 2022Updated 4 years ago
- Amortized Monte Carlo Integration☆15Jun 17, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Behavioral analysis via self-supervised pretraining of transformers☆35Sep 18, 2026Updated 3 weeks ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆42Mar 3, 2016Updated 10 years ago
- SamuROI - Structured analysis of multiple user-defined ROIs, an open source Python-based analysis environment for imaging data.☆17Apr 9, 2019Updated 7 years ago
- ☆24Jan 15, 2020Updated 6 years ago
- Extension of Convex.jl for disciplined multiconvex optimization☆10Feb 22, 2017Updated 9 years ago
- Asynchronous Computing Made ESI☆14Jun 18, 2026Updated 3 months ago
- Dynamic Time Warping (DTW) and related algorithms in Julia☆13Mar 8, 2020Updated 6 years ago