Slides

Select a slide deck:

Methods

• EMD — Empirical Mode Decomposition
• Multitaper — Multitaper Spectrogram
• Autoregressive — Autoregressive Models
• CCA — Canonical Correlation Analysis
• GPFA — Gaussian Process Factor Analysis
• HMM — Hidden Markov Models

Tutorials

• Holoviews — Data Structures and Visualization in Python: Pandas, Xarray, Holoviews
• BootcampI — OpenScience: BIDS + Datalad + Snakemake.
• BootcampII — sirocampus & snakebids.
• Snakemake — Pipeline Management
• Datalad — Data Version Control
• BIDS — Data Standardization
• sirocampus — Sirota lab superdataset

Setup

• VSCode — VSCode setup

Miscellaneous

• Memory Consolidation — Sharp-Wave Ripples and Memory Consolidation