{"repo":"unfoldtoolbox/UnfoldSim.jl","free":true,"listed":false,"github":"https://github.com/unfoldtoolbox/UnfoldSim.jl","clone":"git clone https://github.com/unfoldtoolbox/UnfoldSim.jl.git","description":"Simulate EEG / ERP data with overlap, non-linear effects, multiple regression","language":"Julia","stars":13,"topics":["eeg","erp","julia","simulation","time-series"],"license":"MIT","category":"dashboards-admin","readme_excerpt":"Estimation Visualisation Simulation BIDS pipeline Decoding Statistics MixedModelling --- --- --- --- --- --- --- A Julia package to simulate multivariate time series, e.g. model-based ERPs, fMRI activity, pupil dilation etc. UnfoldSim.jl provides multi-channel support via EEG-forward models. Moreover, it is possible to simulate overlapping event-related activity and to add noise of a certain type e.g. Pink noise. Many tutorials, guides, how-tos and references are available in the documentation! Installation Julia Click to expand The recommended way to install julia is juliaup. TL;DR: If you don't want to read the explicit instructions, just copy the following command: - Windows: winget install julia -s msstore - Mac/Linux: curl -fsSL https://install.julialang.org sh UnfoldSim.jl Quickstart We offer some predefined (EEG) signals to get started. Produces continuous \"EEG\" with PinkNoise and some overlap between 20 events (2 conditions 10 levels of the continuous variable). Slightly longer All simulation ingredients (design, components, onsets, noise) can be easily modified and you can simply plugin your own! Statement of need EEG researchers often analyze data containing (temporally) overlapping events (e.g. stimulus onset and button press, or consecutive eye-fixations), non-linear effects, and complex experimental designs. For a multitude of reasons, we often need to simulate such kinds of data: Simulated EEG data is useful to test preprocessing and analysis tools, validate sta","default_branch":null,"files":null,"tree":[],"storefront":"/r/unfoldtoolbox","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/unfoldtoolbox/UnfoldSim.jl/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}