Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood
☆20Nov 26, 2017Updated 8 years ago
Alternatives and similar repositories for LNPfitting
Users that are interested in LNPfitting 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).☆73May 12, 2020Updated 6 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆100Jul 18, 2022Updated 4 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
- Python code for estimation of linear-nonlinear model parameters☆22Apr 9, 2021Updated 5 years ago
- Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and thet…☆23Jun 20, 2022Updated 4 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.
- Repository for code and lab resources for "Neural and Cognitive Models of Adaptive Decision Making" course (2018)☆11Jul 20, 2023Updated 3 years ago
- Tools for spike data analysis and visualization☆114Feb 4, 2023Updated 3 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆51Dec 17, 2021Updated 4 years ago
- A class for using ML algorithms for spike prediction☆63Feb 14, 2018Updated 8 years ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Feb 22, 2021Updated 5 years ago
- An open-source ecosystem of hardware and software for head-fixed behavior☆14Sep 25, 2025Updated 10 months ago
- Fast approximate inference for Poisson GLMs☆11Oct 20, 2019Updated 6 years ago
- This toolbox includes routines for using principal component analysis (PCA) and independent component analysis (ICA) to extract cellular …☆27Aug 18, 2018Updated 7 years ago
- Python tools for analysis of neurophysiology data☆37Oct 2, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Parameter-free statistical testing package☆12Jul 7, 2026Updated last month
- The Browsable Atlas of Behavior-Anatomy Maps (BABAM) is a GUI for exploring hypotheses of correlations between neural activity in regions…☆13May 17, 2023Updated 3 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
- Code accompanying "Likelihood Approximation Networks (LANs) for Fast Inference of Simulation Models in Cognitive Neuroscience"☆17Apr 30, 2021Updated 5 years ago
- Python Bindings for Neuroshare☆16Aug 16, 2016Updated 9 years ago
- Experimental versions of M/EEG analysis code☆18Nov 9, 2022Updated 3 years ago
- 🦀🦀🦀 Sort spikes from extra-cellular recordings using neural networks. Fully automated.☆19Sep 22, 2022Updated 3 years ago
- The Freely Moving Animal (FMA) Toolbox is a Matlab toolbox. Its purpose is to help analyze electrophysiological and behavioral data recor…☆15Aug 27, 2021Updated 4 years ago
- Mouse Brain in the Model Zoo☆21May 11, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Python implementation of fast-oopsi, smc-oopsi, wiener, and discretize with binning☆15May 17, 2022Updated 4 years ago
- SpikeForest -- spike sorting analysis for website -- version 2☆36Nov 8, 2022Updated 3 years ago
- Zenith of Event-based Time-locked Anomalies☆15Feb 26, 2024Updated 2 years ago
- Codebase for Cross-Spectral Factor Analysis (Gallagher et al., 2017)☆15Jan 18, 2021Updated 5 years ago
- Hyperalignment is a functional alignment method that aligns subjects' brain data in a high-dimensional space of voxels/features.☆18Mar 16, 2026Updated 4 months ago
- C++ Diffusion model toolset with Python and Matlab interfaces☆17Dec 14, 2020Updated 5 years ago
- Urai AE, de Gee JW, Tsetsos K, Donner TH (2019) Choice history biases subsequent evidence accumulation. eLife☆16Jul 20, 2020Updated 6 years ago
- One hour lecture to introduce LaTeX to maths undergraduates.☆10Oct 2, 2020Updated 5 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
- 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.
- Discrete entropy estimator using the Pitman-Yor mixture (PYM) prior☆18Apr 5, 2020Updated 6 years ago
- Matlab source code of the paper: D. Wu*, C-T Lin and J. Huang*, "Active Learning for Regression Using Greedy Sampling," Information Scien…☆10Oct 10, 2020Updated 5 years ago
- Gaussian Process Factor Analysis☆32Aug 27, 2015Updated 10 years ago
- ☆13Feb 27, 2024Updated 2 years ago
- Recurrent state-space models for decision making☆34Oct 25, 2022Updated 3 years ago
- Matlab code for tree-Wasserstein distance in the paper "Tree-Sliced Variants of Wasserstein Distances", NeurIPS, 2019. (Tam Le, Makoto Y…☆11Mar 11, 2020Updated 6 years ago
- Tools for processing 2P recordings☆132Oct 9, 2023Updated 2 years ago