Inductive biases for deep learning of higher-level cognition

A Goyal, Y Bengio - Proceedings of the Royal Society A, 2022 - royalsocietypublishing.org
A fascinating hypothesis is that human and animal intelligence could be explained by a few
principles (rather than an encyclopaedic list of heuristics). If that hypothesis was correct, we …

[HTML][HTML] Mindfulness and behavior change

Z Schuman-Olivier, M Trombka, DA Lovas… - Harvard review of …, 2020 - journals.lww.com
Initiating and maintaining behavior change is key to the prevention and treatment of most
preventable chronic medical and psychiatric illnesses. The cultivation of mindfulness …

Integrating models of self-regulation

M Inzlicht, KM Werner, JL Briskin… - Annual review of …, 2021 - annualreviews.org
Self-regulation is a core aspect of human functioning that helps facilitate the successful
pursuit of personal goals. There has been a proliferation of theories and models describing …

Executive function and psychopathology: A neurodevelopmental perspective

PD Zelazo - Annual review of clinical psychology, 2020 - annualreviews.org
Executive function (EF) skills are neurocognitive skills that support the reflective, top-down
coordination and control of other brain functions, and there is neural and behavioral …

Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states

AE Hramov, VA Maksimenko, AN Pisarchik - Physics Reports, 2021 - Elsevier
Brain–computer interfaces (BCIs) development is closely related to physics. In this paper, we
review the physical principles of BCIs, and underlying novel approaches for registration …

Pupil dilation as an index of effort in cognitive control tasks: A review

P Van der Wel, H Van Steenbergen - Psychonomic bulletin & review, 2018 - Springer
Pupillometry research has experienced an enormous revival in the last two decades. Here
we briefly review the surge of recent studies on task-evoked pupil dilation in the context of …

Is bilingualism associated with enhanced executive functioning in adults? A meta-analytic review.

M Lehtonen, A Soveri, A Laine, J Järvenpää… - Psychological …, 2018 - psycnet.apa.org
Because of enduring experience of managing two languages, bilinguals have been argued
to develop superior executive functioning compared with monolinguals. Despite extensive …

Cognitive structure, flexibility, and plasticity in human multitasking—An integrative review of dual-task and task-switching research.

I Koch, E Poljac, H Müller, A Kiesel - Psychological bulletin, 2018 - psycnet.apa.org
Numerous studies showed decreased performance in situations that require multiple tasks
or actions relative to appropriate control conditions. Because humans often engage in such …

Rationalizing constraints on the capacity for cognitive control

S Musslick, JD Cohen - Trends in Cognitive Sciences, 2021 - cell.com
Humans are remarkably limited in:(i) how many control-dependent tasks they can execute
simultaneously, and (ii) how intensely they can focus on a single task. These limitations are …

Frontal cortex and the hierarchical control of behavior

D Badre, DE Nee - Trends in cognitive sciences, 2018 - cell.com
The frontal lobes are important for cognitive control, yet their functional organization remains
controversial. An influential class of theory proposes that the frontal lobes are organized …