This is a tutorial for key data analysis steps used by neuroscientists - filtering, spike extraction, PCA, clustering, and spectral analysis. It applies to neuroscientists who deal with spikes, LFPs, EEGs and EMGs
☆28May 25, 2023Updated 3 years ago
Alternatives and similar repositories for Electrophysiology-Tutorial-for-Neuroscience
Users that are interested in Electrophysiology-Tutorial-for-Neuroscience are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A MATLAB toolbox for interacting with the Allen Brain Observatory☆22Mar 30, 2026Updated 3 months ago
- This repository contains a set of Matlab scripts to process EEG and EMG signals (feature extraction, spectral analysis, ...).☆29Jul 8, 2021Updated 5 years ago
- ActSort is an active learning accelerated cell sorter tool for calcium imaging.☆26Apr 27, 2026Updated 3 months ago
- A list of open resources for learning and using git & github.☆11Aug 19, 2022Updated 3 years ago
- Matlab code for interacting with the Open Ephys GUI☆21Sep 25, 2024Updated last year
- 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.
- DynaSim toolbox for modeling and simulating dynamical systems☆65Feb 3, 2025Updated last year
- UltraMegaSort2000 - Spike sorting and quality metrics for extracellular spike data☆13Aug 20, 2014Updated 11 years ago
- ☆17Jun 23, 2022Updated 4 years ago
- Spike sorting software being developed at Flatiron Institute, based on JRCLUST (Janelia Rocket Cluster)☆31Jun 7, 2022Updated 4 years ago
- ☆13Oct 1, 2024Updated last year
- A neurorobot is a robot controlled by a computer simulation of a biological brain. At Backyard Brains we use neurorobots to teach neurosc…☆32Jul 3, 2026Updated 3 weeks ago
- ☆14Feb 3, 2026Updated 5 months ago
- ECG analysis to classify anterior myocardial infarction cases.☆10May 17, 2017Updated 9 years ago
- A MATLAB package for multivariate permutation testing and effect size measurement☆26Updated this week
- 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.
- MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is…☆18Aug 21, 2022Updated 3 years ago
- ☆13Oct 29, 2022Updated 3 years ago
- DeePhys was created to facilitate the analysis of extracellular recordings of neuronal cultures using high-density microelectrode arrays …☆14May 6, 2026Updated 2 months ago
- Python library to compute functional connectivity measures from EEG☆12Oct 14, 2023Updated 2 years ago
- MFA acoustic model training based on Opencpop☆15Sep 23, 2022Updated 3 years ago
- Workshop materials for "Images to Knowledge with ImageJ and Friends" 2020 conference☆13Apr 26, 2022Updated 4 years ago
- Examples of using MountainSort spike sorting software.☆29Jun 18, 2019Updated 7 years ago
- sync2brain's bossdevice RESEARCH Application Programmable Interface (API) for MATLAB☆14Jul 8, 2026Updated 2 weeks ago
- Software for high density electrophysiology☆32Jan 24, 2025Updated last year
- 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.
- Matlab-based spike sorter for NEV files☆12Mar 27, 2024Updated 2 years ago
- These Python notebooks reproduce some figures in the following preprint using the libraries pyMOU and NetDynFlow: https://www.biorxiv.org…☆12Feb 28, 2023Updated 3 years ago
- ☆18Dec 7, 2023Updated 2 years ago
- An open list of tools & resources for 'spikes': recordings of single-unit neural activity (action potentials).☆34Aug 19, 2022Updated 3 years ago
- Open source ca imaging processing tools to aquire neural traces from 2 photon image sequences☆12May 28, 2026Updated 2 months ago
- Machine learning workshop for patient stratification and classification☆19Oct 18, 2018Updated 7 years ago
- A spike raster plot from spike time stamps with optional trial and group data.☆12Nov 15, 2024Updated last year
- The purpose of this unit is to introduce you to the measurement and analysis of electrical activity generated by skeletal muscle, includi…☆17Dec 26, 2021Updated 4 years ago
- ☆18Jun 15, 2026Updated last month
- 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.
- This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG …☆56Jan 9, 2023Updated 3 years ago
- A reconstruction framework for materializing subjective experiences from brain signals☆14Jan 18, 2025Updated last year
- Analysis code used to create figures in Gao et al., 2017☆15Jul 5, 2017Updated 9 years ago
- A MATLAB toolbox for running behavioral neuroscience experiments and managing data☆33May 28, 2024Updated 2 years ago
- Use Fourier transform to learn operators in differential equations.☆15Feb 2, 2024Updated 2 years ago
- Repository for ICE1011, an undergraduate and graduate course on signal analysis for neuroscience☆16Oct 19, 2021Updated 4 years ago
- Robust, accurate, and unbiased quantification of neurons and dendritic spines.☆15May 6, 2026Updated 2 months ago