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
Alternatives and similar repositories for GLMspiketools
Users that are interested in GLMspiketools are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆72May 12, 2020Updated 6 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆102Jul 18, 2022Updated 4 years ago
- Fast approximate inference for Poisson GLMs☆11Oct 20, 2019Updated 6 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆20Nov 26, 2017Updated 8 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Jul 19, 2018Updated 8 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- imaging, spike trains, information theory, neural circuitry, synaptic, channel properties☆12May 13, 2023Updated 3 years ago
- Neural Spike Train Analysis Toolbox for Matlab☆38Jul 4, 2026Updated 2 months ago
- This toolbox easily and automatically processes Neuropixels and Myomatrix data recorded during experiments☆13Aug 9, 2024Updated 2 years ago
- Parameter-free statistical testing package☆12Jul 7, 2026Updated 2 months ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆52Dec 17, 2021Updated 4 years ago
- ☆64Sep 5, 2022Updated 4 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆50Sep 27, 2019Updated 6 years ago
- Mesoscale activity ephys ingest schema☆11Jul 18, 2023Updated 3 years ago
- GPU code for spike sorting☆188Feb 19, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Tools, algorithms, and frameworks for managing and analyzing neural data.☆21Mar 21, 2022Updated 4 years ago
- UltraMegaSort2000 - Spike sorting and quality metrics for extracellular spike data☆13Aug 20, 2014Updated 12 years ago
- Python tools for analysis of neurophysiology data☆37Oct 2, 2023Updated 2 years ago
- dataset info for the neurofinder challenge☆13Aug 3, 2016Updated 10 years ago
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆22Jul 30, 2017Updated 9 years ago
- SpikeForest -- spike sorting analysis for website -- version 2☆36Nov 8, 2022Updated 3 years ago
- False discovery rate regression☆10Nov 12, 2020Updated 5 years ago
- Supplementary material for the paper "Detecting pairwise correlations in spike trains: an objective comparison of methods and application…☆16Aug 27, 2014Updated 12 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆45Oct 14, 2014Updated 11 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.
- a visualization method for neural data☆256Apr 4, 2025Updated last year
- Fast spike sorting with drift correction☆628Apr 27, 2026Updated 4 months ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆325Jul 29, 2026Updated last month
- Accompanying code for Aljadeff et al., 'Analysis of Neuronal Spike Trains, Deconstructed', Neuron (2016)☆11Jul 25, 2016Updated 10 years ago
- Fit an Ising model with neural spike train data using Minimum Probability Flow Learning. Based on code from Jascha Sohl-Dickstein.☆20May 18, 2017Updated 9 years ago
- Python tools for participating in Neural Latents Benchmark '21☆72Jan 27, 2026Updated 7 months ago
- A class for using ML algorithms for spike prediction☆64Feb 14, 2018Updated 8 years ago
- Exercises and examples for the latent dynamics workshop☆20Jul 16, 2026Updated 2 months ago
- ☆18Mar 27, 2021Updated 5 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.
- jPCA for Neural Data Analysis in Python☆56Jul 5, 2023Updated 3 years ago
- MATLAB toolbox for spike-train community detection☆15Feb 12, 2024Updated 2 years ago
- Extracting neuronal functional network dynamics via adaptive Granger causality analysis☆19Mar 29, 2018Updated 8 years ago
- Dimensionality reduction of spikes trains☆49Oct 9, 2021Updated 4 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆24Aug 22, 2023Updated 3 years ago
- ☆20Jan 27, 2026Updated 7 months ago
- Metrics for spike sorting validation/quality control☆15Sep 8, 2021Updated 5 years ago