---
res:
  bibo_abstract:
  - Individual computations and social interactions underlying collective behavior
    in groups of animals are of great ethological, behavioral, and theoretical interest.
    While complex individual behaviors have successfully been parsed into small dictionaries
    of stereotyped behavioral modes, studies of collective behavior largely ignored
    these findings; instead, their focus was on inferring single, mode-independent
    social interaction rules that reproduced macroscopic and often qualitative features
    of group behavior. Here, we bring these two approaches together to predict individual
    swimming patterns of adult zebrafish in a group. We show that fish alternate between
    an “active” mode, in which they are sensitive to the swimming patterns of conspecifics,
    and a “passive” mode, where they ignore them. Using a model that accounts for
    these two modes explicitly, we predict behaviors of individual fish with high
    accuracy, outperforming previous approaches that assumed a single continuous computation
    by individuals and simple metric or topological weighing of neighbors’ behavior.
    At the group level, switching between active and passive modes is uncorrelated
    among fish, but correlated directional swimming behavior still emerges. Our quantitative
    approach for studying complex, multi-modal individual behavior jointly with emergent
    group behavior is readily extensible to additional behavioral modes and their
    neural correlates as well as to other species.@eng
  bibo_authorlist:
  - foaf_Person:
      foaf_givenName: Roy
      foaf_name: Harpaz, Roy
      foaf_surname: Harpaz
  - foaf_Person:
      foaf_givenName: Gasper
      foaf_name: Tkacik, Gasper
      foaf_surname: Tkacik
      foaf_workInfoHomepage: http://www.librecat.org/personId=3D494DCA-F248-11E8-B48F-1D18A9856A87
    orcid: 0000-0002-6699-1455
  - foaf_Person:
      foaf_givenName: Elad
      foaf_name: Schneidman, Elad
      foaf_surname: Schneidman
  bibo_doi: 10.1073/pnas.1703817114
  bibo_issue: '38'
  bibo_volume: 114
  dct_date: 2017^xs_gYear
  dct_identifier:
  - UT:000411157100063
  dct_isPartOf:
  - http://id.crossref.org/issn/0027-8424
  dct_language: eng
  dct_publisher: National Academy of Sciences@
  dct_title: Discrete modes of social information processing predict individual behavior
    of fish in a group@
  fabio_hasPubmedId: '28874581'
...