Team

Head of the research group

Yinan Cao

Yinan Cao

Juniorprofessor (W1, tenure track to W3) for General Psychology and Cognitive Modeling

I trained as an engineer and got hooked on the human mind along the way. My interest in cognition is broad, but what draws me most is explaining characteristic features of human cognition, such as decision bias and variability, by identifying the latent objectives and constraints behind them. My research asks how people select and process information under uncertainty to behave adaptively. I combine computational modeling, both algorithmic cognitive models and artificial neural networks, with model-based neuroimaging, mainly magnetoencephalography and electroencephalography (M/EEG), to link latent computations to their neural representations. I did my PhD in Experimental Psychology at Oxford, then worked as a postdoc at UKE Hamburg and as a Marie Skłodowska-Curie fellow at ENS Paris.

Lab (recruiting)

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PhD Student
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Postdoctoral Researcher
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Research Assistant (HiWi)
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Collaborators

  • Jens-Max Hopf, Leibniz Institute for Neurobiology (LIN), MagdeburgCollaboration on information sampling | MEG
  • Konstantinos Tsetsos, Trinity College DublinCollaboration on sampling across multi-attribute multi-alternative choice; decision irrationality | MEG (SQUID + OPM)
  • Stefan Pollmann, OvGUCollaboration on overt information sampling | fMRI; MEG
  • Tobias H. Donner, University Medical Center Hamburg-Eppendorf (UKE)Collaboration on neuromodulation of cortical dynamics during information seeking | pharmacological MEG
  • Tömme Noesselt, OvGUCollaboration on multisensory information sampling and modeling | EEG
  • Valentin Wyart, École normale supérieure, ParisCollaboration on computational modeling; information seeking | MEG; EEG

Interested in joining the lab? See the Join page.