Bayesian modeling of flexible cognitive control

J Jiang, K Heller, T Egner - Neuroscience & Biobehavioral Reviews, 2014 - Elsevier
Abstract “Cognitive control” describes endogenous guidance of behavior in situations where
routine stimulus-response associations are suboptimal for achieving a desired goal. The …

Bayesian prediction and evaluation in the anterior cingulate cortex

JS Ide, P Shenoy, JY Angela… - Journal of …, 2013 - jneurosci.org
The dorsal anterior cingulate cortex (dACC) has been implicated in a variety of cognitive
control functions, among them the monitoring of conflict, error, and volatility, error …

Decision making under uncertainty: a neural model based on partially observable markov decision processes

RPN Rao - Frontiers in computational neuroscience, 2010 - frontiersin.org
A fundamental problem faced by animals is learning to select actions based on noisy
sensory information and incomplete knowledge of the world. It has been suggested that the …

Bayesian parametric estimation of stop-signal reaction time distributions.

D Matzke, CV Dolan, GD Logan, SD Brown… - Journal of …, 2013 - psycnet.apa.org
The cognitive concept of response inhibition can be measured with the stop-signal
paradigm. In this paradigm, participants perform a 2-choice response time (RT) task where …

Post-stop-signal slowing: strategies dominate reflexes and implicit learning.

PG Bissett, GD Logan - Journal of Experimental Psychology …, 2012 - psycnet.apa.org
Control adjustments are necessary to balance competing cognitive demands. One task that
is well-suited to explore control adjustments is the stop-signal paradigm, in which subjects …

Reduced neural recruitment for Bayesian adjustment of inhibitory control in methamphetamine dependence

KM Harlé, S Zhang, N Ma, JY Angela… - Biological psychiatry …, 2016 - Elsevier
BACKGROUND Delineating the processes that contribute to the progression and
maintenance of substance dependence is critical to understanding and preventing …

Post-stop-signal adjustments: inhibition improves subsequent inhibition.

PG Bissett, GD Logan - Journal of Experimental Psychology …, 2012 - psycnet.apa.org
Performance in the stop-signal paradigm involves a balance between going and stop**,
and one way that this balance is struck is through shifting priority away from the go task …

Reward optimization in the primate brain: A probabilistic model of decision making under uncertainty

Y Huang, RPN Rao - PloS one, 2013 - journals.plos.org
A key problem in neuroscience is understanding how the brain makes decisions under
uncertainty. Important insights have been gained using tasks such as the random dots …

[HTML][HTML] Mid-frontal theta modulates response inhibition and decision making processes in emotional contexts

S Nayak, CS Kuo, ACH Tsai - Brain Sciences, 2019 - mdpi.com
Inhibitory control is an integral part of executive functions. In this study, we report event-
related spectral perturbation (ERSP) results from 15 healthy adults performing an emotional …

Altered neural processing of the need to stop in young adults at risk for stimulant dependence

KM Harlé, P Shenoy, JL Stewart, SF Tapert… - Journal of …, 2014 - jneurosci.org
Identification of neurocognitive predictors of substance dependence is an important step in
develo** approaches to prevent addiction. Given evidence of inhibitory control deficits in …