We believe in open science. Below are open-source tools, code, models, and resources that we use, develop, or recommend. We hope they are useful to other researchers, clinicians, students, and the broader community.
Lab Code & Software
- GitHub: EpilepsyLab Github — code and analysis pipelines developed in the lab.
- GitHub for SWISC: Sleep, Wake, and Epilepsy classifier for scoring mouse EEG/EMG recordings.
3D Models & Printing
- Mouse headplate for simple EEG/EMG
- Open-source preamplifiers and a second-stage amplifier for mouse EEG (coming soon)
- More coming soon.
Software Tools We Use
Open-source software and resources we rely on in our research:
- MNE-Python — analysis of electrophysiological (EEG/MEG/SEEG) data.
- FieldTrip — MATLAB toolbox for electrophysiology analysis.
- FreeSurfer — neuroimaging analysis and cortical reconstruction.
- FSL — neuroimaging analysis library.
- Allen Mouse Brain Connectivity Atlas — open connectivity data we use for review prior to our circuit-tracing work.
- Brainstorm — open source MATLAB software for MEG and iEEG analysis.
- ERPLab — open source MATLAB software for ERP analysis.
- eBrains — tools for computational neuroscience.
- Virtual Brain project — European Virtual Brain Project.
- Spike Interface — Python-based framework for handling spike data
- Kilosort 4.0 — spike sorting for multiple electrode geometries
- Spiking Circus — ideal sorting tool for tetrodes
- OpenEphys
- Intan — hardware and software for silicon probe or Intan recording
- Spike GLX — software for Neuropixel probes
- iEEG BIDS — BIDS framework for intracranial data
- Spike 2.0 — proprietary chart recording and spike sorting
- HIPPIE — High-dimensional Interpretation for Physiological Patterns in Intercellular Electrophysiology
Other Useful Pages
- UC Davis Department of Neurology
- UC Davis Epilepsy Program
- North American Antiepileptic Drug Pregnancy Registry
- Dr. Pedersen on PubMed
Data Repositories
Lab Data
- Open Science Framework – Virtual Tours scenes for Unity
Recommended Repositories
- DABI
- Dandy
- Brain Data Science Platform
- Open Science Framework
- DRYAD