The computational relationship between reinforcement learning, social inference, and paranoia

JM Barnby, MA Mehta… - PLoS computational …, 2022 - journals.plos.org
Theoretical accounts suggest heightened uncertainty about the state of the world underpin
aberrant belief updates, which in turn increase the risk of developing a persecutory delusion …

Increased belief instability in psychotic disorders predicts treatment response to metacognitive training

DJ Hauke, V Roth, P Karvelis, RA Adams… - Schizophrenia …, 2022 - academic.oup.com
Abstract Background and Hypothesis In a complex world, gathering information and
adjusting our beliefs about the world is of paramount importance. The literature suggests …

A new predictive coding model for a more comprehensive account of delusions

JN Harding, N Wolpe, SP Brugger, V Navarro… - The Lancet …, 2024 - thelancet.com
Attempts to understand psychosis—the experience of profoundly altered perceptions and
beliefs—raise questions about how the brain models the world. Standard predictive coding …

Belief updating and paranoia in individuals with schizophrenia

JM Sheffield, P Suthaharan, P Leptourgos… - Biological Psychiatry …, 2022 - Elsevier
Background Persecutory delusions are among the most common delusions in schizophrenia
and represent the extreme end of the paranoia continuum. Paranoia is accompanied by …

Does disconfirmatory evidence shape safety-and danger-related beliefs of trauma-exposed individuals?

S Haim-Nachum, T Kube, L Rozenkrantz… - European journal of …, 2024 - Taylor & Francis
Recent accounts of predictive processing in posttraumatic stress disorder (PTSD) suggest
that trauma-exposed individuals struggle to update trauma-related hypotheses predicting …

[HTML][HTML] Can computational models help elucidate the link between complex trauma and hallucinations?

P Seriès, E Veerapa, R Jardri - Schizophrenia Research, 2024 - Elsevier
Recently, a number of predictive coding models have been proposed to account for post-
traumatic stress disorder (PTSD)'s symptomatology, including intrusions, flashbacks and …

Belief updating, childhood maltreatment, and paranoia in schizophrenia-spectrum disorders

AF Sloan, AR Kittleson, LJ Torregrossa… - Schizophrenia …, 2024 - academic.oup.com
Abstract Background and Hypothesis Exposure to childhood maltreatment—a risk factor for
psychosis is associated with paranoia—may impact one's beliefs about the world and how …

[PDF][PDF] From Childhood Trauma to Delusions: It's Complicated

JA Waltz - Biological Psychiatry: Cognitive Neuroscience and …, 2022 - Elsevier
Childhood trauma is associated with an increased risk of developing psychotic illness, but
how trauma leads to psychosis is not well understood (1). Abnormalities in belief updating …

[HTML][HTML] Computational mechanisms of belief updating in relation to psychotic-like experiences

SP Fromm, L Wieland, A Klettke, MR Nassar… - Frontiers in …, 2023 - frontiersin.org
Introduction Psychotic-like experiences (PLEs) may occur due to changes in weighting prior
beliefs and new evidence in the belief updating process. It is still unclear whether the …

[PDF][PDF] The computational relationship between reinforcement learning, social inference, and paranoia

M Moutoussis - 2022 - kclpure.kcl.ac.uk
Theoretical accounts suggest heightened uncertainty about the state of the world underpin
aberrant belief updates, which in turn increase the risk of developing a persecutory delusion …