Neurocomputational models of altruistic decisionmaking and social motives: Advances, pitfalls, and future directions

A Tusche, LM Bas - Wiley Interdisciplinary Reviews: Cognitive …, 2021 - Wiley Online Library
… Here, we will discuss one popular class of models that inspired recent neurocomputational
models of altruism: drift diffusion models (DDMs) (Bogacz et al., 2006; Ratcliff & McKoon, …

Neurocomputational modelling of human decision making and volition: from neural mechanisms to behavioral outcomes

A Hassannejad Nazir - 2024 - openarchive.ki.se
… hinge on a central issue related to decision making and human agency. The essence of …
In this thesis, neurocomputational models are developed to bridge the gaps between micro (…

[HTML][HTML] Revealing neurocomputational mechanisms of reinforcement learning and decision-making with the hBayesDM package

WY Ahn, N Haines, L Zhang - … Psychiatry (Cambridge, Mass.), 2017 - ncbi.nlm.nih.gov
Reinforcement learning and decision-making (RLDM) provide a quantitative framework and
computational theories with which we can disentangle psychiatric conditions into the basic …

Neurocomputational mechanisms of prior-informed perceptual decision-making in humans

SP Kelly, EA Corbett, RG O'Connell - Nature Human Behaviour, 2021 - nature.com
To interact successfully with diverse sensory environments, we must adapt our decision
processes to account for time constraints and prior probabilities. The full set of decision-process …

Neurocomputational mechanisms of food and physical activity decision-making in male adolescents

SL Lim, AS Bruce, RP Shook - Scientific Reports, 2023 - nature.com
… We examined the neurocomputational mechanisms in which male adolescents make food
and physical activity decisions and how those processes are influenced by body weight and …

Multiple systems in decision making: A neurocomputational perspective

MJ Frank, MX Cohen… - Current Directions in …, 2009 - journals.sagepub.com
… the existence of two systems that contribute to decision making. The first system is bottom-up…
demands of the decision-making system in the context of neural mechanisms specialized to …

Neurocomputational mechanisms engaged in moral choices and moral learning

C Qu, J Bénistant, JC Dreher - Neuroscience & Biobehavioral Reviews, 2022 - Elsevier
… -based decision making, … decision studies which adopted a neurocomputational approach,
this framework allows us to show that a mechanistic understanding of moral decision making

Shared and disorder-specific neurocomputational mechanisms of decision-making in autism spectrum disorder and obsessive-compulsive disorder

CO Carlisi, L Norman, CM Murphy, A Christakou… - Cerebral …, 2017 - academic.oup.com
… This study provides novel insight into underlying neurobiological and behavioral mechanisms
that shed light on trans-diagnostic phenotypes of reward learning and decision-making in …

Emotion as an emergent phenomenon of the neurocomputational energy regulation mechanism of a cognitive agent in a decision-making task

M Kirtay, L Vannucci, U Albanese, C Laschi… - Adaptive …, 2021 - journals.sagepub.com
… role for neurocomputational cost-based emotion in decision making may pave the …
neurocomputational energy regulation of the brain to facilitate fast and cheap neural decision making

Neurocomputational approaches to social behavior

A Konovalov, J Hu, CC Ruff - Current Opinion in Psychology, 2018 - Elsevier
… Social decision-making is increasingly studied with neurocomputational modeling. Here we
discuss how this approach allows researchers to better understand and predict behavior in …