Competing roles of intention and habit in predicting behavior: A comprehensive literature review, synthesis, and longitudinal field study

V Venkatesh, FD Davis, Y Zhu - International Journal of Information …, 2023 - Elsevier
Achieving the promised benefits of a new technology is closely tied to its sustained use. The
dominant approach has been to predict use based on behavioral intention. Central to this …

The neural basis of implicit learning and memory: A review of neuropsychological and neuroimaging research

PJ Reber - Neuropsychologia, 2013 - Elsevier
Memory systems research has typically described the different types of long-term memory in
the brain as either declarative versus non-declarative or implicit versus explicit. These …

[HTML][HTML] Toward an integration of deep learning and neuroscience

AH Marblestone, G Wayne, KP Kording - Frontiers in computational …, 2016 - frontiersin.org
Neuroscience has focused on the detailed implementation of computation, studying neural
codes, dynamics and circuits. In machine learning, however, artificial neural networks tend …

Habits without values.

KJ Miller, A Shenhav, EA Ludvig - Psychological review, 2019 - psycnet.apa.org
Habits form a crucial component of behavior. In recent years, key computational models
have conceptualized habits as arising from model-free reinforcement learning mechanisms …

Dual processes in decision making and developmental neuroscience: A fuzzy-trace model

VF Reyna, CJ Brainerd - Developmental review, 2011 - Elsevier
From Piaget to the present, traditional and dual-process theories have predicted
improvement in reasoning from childhood to adulthood, and improvement has been …

Basal ganglia contributions to motor control: a vigorous tutor

RS Turner, M Desmurget - Current opinion in neurobiology, 2010 - Elsevier
The roles of the basal ganglia (BG) in motor control are much debated. Many influential
hypotheses have grown from studies in which output signals of the BG were not blocked, but …

Cortical and basal ganglia contributions to habit learning and automaticity

FG Ashby, BO Turner, JC Horvitz - Trends in cognitive sciences, 2010 - cell.com
In the 20th century it was thought that novel behaviors are mediated primarily in cortex and
that the development of automaticity is a process of transferring control to subcortical …

[HTML][HTML] The basal ganglia do not select reach targets but control the urgency of commitment

D Thura, P Cisek - Neuron, 2017 - cell.com
Prominent theories of decision making suggest that the basal ganglia (BG) play a causal
role in deliberation between action choices. An alternative hypothesis is that deliberation …

Human category learning 2.0

FG Ashby, WT Maddox - Annals of the New York Academy of …, 2011 - Wiley Online Library
During the 1990s and early 2000s, cognitive neuroscience investigations of human category
learning focused on the primary goal of showing that humans have multiple category …

Curriculum learning for human compositional generalization

RB Dekker, F Otto… - Proceedings of the …, 2022 - National Acad Sciences
Generalization (or transfer) is the ability to repurpose knowledge in novel settings. It is often
asserted that generalization is an important ingredient of human intelligence, but its extent …