Addiction is driven by excessive goal-directed drug choice under negative affect: translational critique of habit and compulsion theory

L Hogarth - Neuropsychopharmacology, 2020 - nature.com
Drug addiction may be a goal-directed choice driven by excessive drug value in negative
affective states, a habit driven by strong stimulus− response associations, or a compulsion …

Dimensions in data: Testing psychological models using state-trace analysis

BR Newell, JC Dunn - Trends in cognitive sciences, 2008 - cell.com
Cognitive science is replete with fertile and forceful debates about the need for one or more
underlying mental processes or systems to explain empirical observations. Such debates …

The propositional nature of human associative learning

CJ Mitchell, J De Houwer, PF Lovibond - Behavioral and Brain …, 2009 - cambridge.org
The past 50 years have seen an accumulation of evidence suggesting that associative
learning depends on high-level cognitive processes that give rise to propositional …

Working memory capacity and categorization: individual differences and modeling.

S Lewandowsky - Journal of Experimental Psychology: Learning …, 2011 - psycnet.apa.org
Working memory is crucial for many higher-level cognitive functions, ranging from mental
arithmetic to reasoning and problem solving. Likewise, the ability to learn and categorize …

Think, blink or sleep on it? The impact of modes of thought on complex decision making

BR Newell, KY Wong, JCH Cheung… - Quarterly Journal of …, 2009 - journals.sagepub.com
This paper examines controversial claims about the merit of “unconscious thought” for
making complex decisions. In four experiments, participants were presented with complex …

Medication impairs probabilistic classification learning in Parkinson's disease

M Jahanshahi, L Wilkinson, H Gahir, A Dharminda… - Neuropsychologia, 2010 - Elsevier
In Parkinson's disease (PD), it is possible that tonic increase of dopamine associated with
levodopa medication overshadows phasic release of dopamine, which is essential for …

Working memory does not dissociate between different perceptual categorization tasks.

S Lewandowsky, LX Yang, BR Newell… - Journal of experimental …, 2012 - psycnet.apa.org
Working memory is crucial for many higher level cognitive functions, ranging from mental
arithmetic to reasoning and problem solving. Likewise, the ability to learn and categorize …

Explicit and implicit reinforcement learning across the psychosis spectrum.

DM Barch, CS Carter, JM Gold… - Journal of abnormal …, 2017 - psycnet.apa.org
Motivational and hedonic impairments are core features of a variety of types of
psychopathology. An important aspect of motivational function is reinforcement learning …

Heuristics from bounded meta-learned inference.

M Binz, SJ Gershman, E Schulz, D Endres - Psychological review, 2022 - psycnet.apa.org
Numerous researchers have put forward heuristics as models of human decision-making.
However, where such heuristics come from is still a topic of ongoing debate. In this work, we …

Parallel contributions of distinct human memory systems during probabilistic learning

KC Dickerson, J Li, MR Delgado - Neuroimage, 2011 - Elsevier
Regions within the medial temporal lobe and basal ganglia are thought to subserve distinct
memory systems underlying declarative and nondeclarative processes, respectively. One …