Gaussian Process Factor Analysis
☆32Aug 27, 2015Updated 10 years ago
Alternatives and similar repositories for gpfa
Users that are interested in gpfa are comparing it to the libraries listed below
Sorting:
- Gaussian process factor analysis with Poisson observations☆20Jul 6, 2022Updated 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 for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆28Aug 29, 2016Updated 9 years ago
- Distribution Alignment Decoder (DAD)☆16Dec 22, 2017Updated 8 years ago
- Dimensionality reduction of spikes trains☆49Oct 9, 2021Updated 4 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Sep 27, 2019Updated 6 years ago
- This code package is for the Corrected-Fisher-Randomization (CFR) method. This method generates random surrogate data that preserves a sp…☆10Sep 9, 2017Updated 8 years ago
- ☆12Jul 6, 2023Updated 2 years ago
- Repository for code and lab resources for "Neural and Cognitive Models of Adaptive Decision Making" course (2018)☆11Jul 20, 2023Updated 2 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Jul 26, 2021Updated 4 years ago
- Modules for processing extracellular electrophysiology data from Neuropixels probes☆124Aug 18, 2024Updated last year
- Companion code for the paper: "Stabilization of a brain-computer interface via the alignment of low-dimensional spaces of neural activity…☆33Sep 22, 2020Updated 5 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆99Jul 18, 2022Updated 3 years ago
- An algorithm for unsupervised discovery of sequential structure☆170Mar 17, 2024Updated 2 years ago
- methods for detecting/quantifying reactivation and replay in neural data☆12May 8, 2021Updated 4 years ago
- Python utility for making PDFs out of scraps of LaTeX.☆15Feb 11, 2016Updated 10 years ago
- hdnet - Hopfield denoising network☆14Oct 6, 2022Updated 3 years ago
- ☆18Mar 27, 2021Updated 4 years ago
- Example code for reading SpikeGLX metadata and binary files☆14Nov 11, 2024Updated last year
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆21May 15, 2018Updated 7 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆318Dec 5, 2025Updated 3 months ago
- Modules for processing extracellular electrophysiology data from Neuropixels probes☆68Nov 26, 2025Updated 3 months ago
- Summer course content for Neuromatch Academy☆21Jul 30, 2020Updated 5 years ago
- Preprocessing and analysis scripts for the dPCA paper (eLife 2016)☆10Jul 15, 2016Updated 9 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆71Jul 18, 2023Updated 2 years ago
- Tools for processing 2P recordings☆132Oct 9, 2023Updated 2 years ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆45Mar 18, 2025Updated last year
- Python implementation of ImageJ Cell Magic Wand tool☆11Oct 28, 2016Updated 9 years ago
- Python package for computing partial information decomposition.☆13Mar 15, 2019Updated 7 years ago
- Topology Aware Task Mapping Tool☆14Jul 27, 2016Updated 9 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Nov 26, 2017Updated 8 years ago
- WIP: Python port of Kilosort2☆50Jul 8, 2023Updated 2 years ago
- Jupyter Notebooks of Leonard Susskind's Statistical Mechanics lectures☆17Oct 31, 2018Updated 7 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆73May 12, 2020Updated 5 years ago
- brainglobe.info website☆15Mar 12, 2026Updated last week
- MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is…☆17Aug 21, 2022Updated 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
- Extension of Convex.jl for disciplined multiconvex optimization☆10Feb 22, 2017Updated 9 years ago
- Functions to assess quality of spike sorting results☆34Sep 6, 2023Updated 2 years ago