Nature research paper: Cortical ensembles orchestrate social competition through hypothalamic outputs
Extended Data Fig. 8 Decoding performance for relative and absolute social rank, and competitive success with different datasets., Support Vector Machine data pipeline to decode rank or competition outcome based on single trial population mPFC data in the common behavioral subspace., mPFC population encoding of win/lose in relative dominants generalizes to relative subordinates.
, Absolute rank can be decoded for rank 1 and 4 animals from mPFC population activity during social competition. One model was trained to discriminate rank 1 trials from rank 4 ., Absolute rank can be decoded from mPFC population activity in mice performing reward task alone. One model was trained per absolute rank ., Left, experimental design. In 15 mice the same neurons were recorded during alone trials and followed by competition trials.
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