Dimensionality reduction of spikes trains
☆49Oct 9, 2021Updated 5 years ago
Alternatives and similar repositories for vlgp
Users that are interested in vlgp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- latent manifold tuning model / P-GPLVM☆14Jul 18, 2019Updated 7 years ago
- Gaussian Process Factor Analysis☆33Aug 27, 2015Updated 11 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Jul 19, 2018Updated 8 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆72May 12, 2020Updated 6 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Apr 14, 2021Updated 5 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.
- An algorithm for unsupervised discovery of sequential structure☆177Mar 17, 2024Updated 2 years ago
- A Python implementation of fast non-negative deconvolution☆23Oct 22, 2019Updated 6 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆72Jul 18, 2023Updated 3 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆102Jul 18, 2022Updated 4 years ago
- Accompanying code for Aljadeff et al., 'Analysis of Neuronal Spike Trains, Deconstructed', Neuron (2016)☆11Jul 25, 2016Updated 10 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Oct 25, 2022Updated 3 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Jul 23, 2019Updated 7 years ago
- Recurrent Switching Linear Dynamical Systems☆129Apr 30, 2023Updated 3 years ago
- Python tools for analysis of neurophysiology data☆37Oct 2, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Neural Spike Train Analysis Toolbox for Matlab☆38Oct 7, 2026Updated last week
- Recordings of 10k neurons during spontaneous behaviors☆55Aug 12, 2026Updated 2 months ago
- Python tools for participating in Neural Latents Benchmark '21☆72Jan 27, 2026Updated 8 months ago
- Variational Gaussian Process State-Space Models☆25Nov 10, 2015Updated 10 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆325Jul 29, 2026Updated 2 months ago
- Online spike sorting methods in Julia☆12Apr 13, 2023Updated 3 years ago
- Chainer implementation of Improved Techniques for Training GANs☆10Apr 20, 2017Updated 9 years ago
- up-to-date code for model-based inference of spike trains from calcium imaging☆24Apr 16, 2018Updated 8 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆24Aug 22, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Everything needed to replicate the figures from the paper "Engineering recurrent neural networks from task-relevant manifolds and dynamic…☆11Dec 5, 2019Updated 6 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆108Jul 30, 2024Updated 2 years ago
- ☆87Feb 25, 2022Updated 4 years ago
- Example analyses making extensive use of nelpy.☆10May 1, 2019Updated 7 years ago
- Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.☆394May 28, 2021Updated 5 years ago
- Causal inference in non-linear dynamics systems☆16Jun 20, 2017Updated 9 years ago
- A collection of IPython notebooks from a graduate-level statistics course run by Tom Wallis and Philipp Berens☆27Aug 14, 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
- This toolbox easily and automatically processes Neuropixels and Myomatrix data recorded during experiments☆13Aug 9, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- YASS: Yet Another Spike Sorter☆71Sep 29, 2022Updated 4 years ago
- Code and text for our NIPS 2015 paper on linear response variational Bayes☆21Dec 4, 2017Updated 8 years ago
- Gaussian process factor analysis with Poisson observations☆21Jul 6, 2022Updated 4 years ago
- Codes for Hilbert space reduced-rank GP regression☆15Jul 30, 2019Updated 7 years ago
- spykeutils is a Python library for analyzing and plotting data from neurophysiological recordings.☆17Feb 28, 2016Updated 10 years ago
- OpenCL-based simulator for Nengo neural models☆26Aug 2, 2026Updated 2 months ago
- A quickstart guide to tensor decomposition☆74May 10, 2022Updated 4 years ago