Brian2 skill for spiking neural network simulation with equation-based neuron models, synapses and plasticity, monitors, runtime and cpp_standalone execution, and multicompartment morphology workflows. Use when working with brian2.NeuronGroup,…
HughYau/neuroforge-skills
SkillsMP has collected 5 skills from HughYau/neuroforge-skills. Open a skill to review its source and details.
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Skills in this repository
Showing 5 of 5 collected skills.
MNE-Python for MEG/EEG/iEEG/fNIRS analysis pipelines, from loading raw signals to epoching, preprocessing, time-frequency analysis, inverse modeling, and reporting. Use when working with mne.create_info, mne.io.RawArray, mne.Epochs, mne.compute_covariance,…
Nilearn skill for neuroimaging ML workflows across datasets, image transforms, maskers, GLM, decoding, connectomes, plotting, surface pipelines, and BIDS/fMRIPrep interfaces using source-verified API signatures and docs-backed usage patterns. Use when working…
pyNIBS skill for non-invasive brain stimulation (TMS/NIBS) analysis workflows including subject/session containers, HDF5 mesh I/O, ROI structures, stimulation optimization, nonlinear regression mapping, and experiment import/cleanup utilities. Use when…
Unified extracellular electrophysiology workflows for spike sorting, preprocessing, postprocessing, metrics, curation, and visualization. Use when working with Recording/Sorting objects, building SortingAnalyzer pipelines, running sorters, comparing sortings…