Login / Signup

Clarifying Cognitive Control Deficits in Psychosis via Drift Diffusion Modeling and Attractor Dynamics.

Chen ShenOlivia L CalvinEric RawlsA David RedishScott R Sponheim
Published in: Schizophrenia bulletin (2024)
Modeling of trial-level data revealed that slow evidence accumulation and longer preparatory periods are the strongest contributors to cognitive control deficits in psychotic psychopathology. This pattern of atypical responding during the DPX is consistent with shallow basins in attractor dynamic models that reflect difficulties in maintaining state representations, possibly mediated by excess neural excitation or poor connectivity.
Keyphrases
  • traumatic brain injury
  • clinical trial
  • bipolar disorder
  • working memory
  • electronic health record
  • phase iii
  • big data
  • phase ii
  • machine learning
  • randomized controlled trial
  • artificial intelligence
  • quantum dots