Provenance

Reimer, M.L., Bangalore, L., Waxman, S.G., & Tan, A.M. (2021). Core principles for implementing the Neurodata Without Borders data standard. Journal of Neuroscience Methods.

Established the NWB + DataJoint + Jupyter reference architecture that modern neuroscience workflows are built on.

Reimer, M.L., Kauer, S.D., Benson, C.A., King, J.A., Patwa, S., Feng, S., Estacion, M.A., Bangalore, L., Waxman, S.G., & Tan, A.M. (2024). A FAIR, open‑source virtual reality platform for dendritic spine analysis. Patterns

Demonstrated the NWB + DataJoint + Jupyter architecture in practice with a FAIR, open‑source workflow for dendritic‑spine analysis.

Lee Kyu Hyun, Denovellis Eric L, Ly Ryan, Magland Jeremy, Soules Jeff, Comrie Alison E, Gramling Daniel P, Guidera Jennifer A, Nevers Rhino, Adenekan Philip, Brozdowski Chris, Bray Samuel R, Monroe Emily, Bak Ji Hyun, Coulter Michael E, Sun Xulu, Broyles Emrey, Shin Donghoon, Chiang Sharon, Holobetz Cristofer, Tritt Andrew, Rübel Oliver, Nguyen Thinh, Yatsenko Dimitri, Chu Joshua, Kemere Caleb, Garcia Samuel, Buccino Alessio, Frank Loren M (2025) Spyglass: a framework for reproducible and shareable neuroscience research eLife

Unified these principles into a multimodal, FAIR‑compliant analysis ecosystem — the foundation that Single Click Science makes portable.

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