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Talk by Prof. Peter Dayan

Max Planck Institute for Biological Cybernetics

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04 Nov 2020 11:00
end
04 Nov 2020 12:30
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online

We hereby announce the next talk in th
'Computation and Systems Neuroscience Virtual Seminar' in short: 'CSN Virtual Seminar'

on

Replay and Preplay in Human Planning

by

Prof. Peter Dayan
Max Planck Institute for Biological Cybernetics

on Wed, 4th of Nov 2020, 11am


Animals and humans replay neural patterns encoding trajectories through their environment, both whilst they solve decision-making tasks and during rest. We have been using magnetoencephalography to detect replay in human subjects as they perform decision-making tasks. I will show our initial attempts, in a complex task; and our recent attempts, with a simpler task. In this, replay differed significantly between subjects who flexibly adjusted their choices to changes in temporal, spatial and reward structure and those who were slower to adapt to change. The former group predominantly replayed comparatively less good trajectories during task performance, and subsequently avoided these inefficient choices. The latter replayed comparatively preferred, but suboptimal, trajectories during rest periods between task epochs. We suggest that online and offline replay both contribute to planning, but each is associated with distinct model-based and model-free decision strategies.

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