Sort and analyze neural recording data
neuropixels-analysisskillsetup L4★27,559
K-Dense-AI/scientific-agent-skills ↗What it does
Analyze extracellular neural recordings and sort spike units
Best for
Processing Neuropixels recordings to high-quality sorted units without manual curation optimization.
Inputs
- · Binary recording file (probe config)
- · Raw waveforms
Outputs
- · Unit waveforms
- · Spike times
- · Spike sorting quality metrics (ISI, amplitude stability)
Requires
- · Kilosort
- · Phy viewer
- · numpy, scipy
Preconditions
- · Neuropixels probe type known
- · Geometry file available
Failure modes
- · Poor spike sorting (contamination >50%)
- · Drift-related unit merging
Trust signals
- · Kilosort spike sorting
- · ISI violation detection