April 13, 2019 BRAIN PI Mtg - Modeling Discussion

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April 13, 2019 BRAIN U19 Data Science Consortium meeting

20180409_u19_modeling_subgroup_overview_0.pptx51.91 KB

- Aaron Milstein

Notes:  

  • Need a relationship to establish long-term experience between theorists and experimentalists (postdocs to stay multiple weeks)
    • Personnel exchange - housing costs
    • takes time to write a theory paper - culture bridge
  • BRAIN 2.0 wants bigger theories
    • Need more publications on new theories
    • Data analysis is not theory development
    • Data analysis may be easier to publish
    • better distinguish between theories and models for bigger theories (e.g. what is a predictive model deliverable for the U19s?)
  • Not enough Theory RFAs, or promotion of theories explicitly in the RFA
  • Theories, Models and Methods RFA offers 3 year awards - too short, need 5 year awards
  • really need to keep promoting theory-driven, model-driven experimental design
  • take advant of EAB to move theories earlier in each U19 project
  • hard to work between U19
  • post working theories and models on the wiki as much as possible!
  • host webinars on modeling
  • postdocs travel between U19's
  • workshops to train (model credibilities) - web workshops
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