Decision-making in sensorimotor control

JP Gallivan, CS Chapman, DM Wolpert… - Nature Reviews …, 2018 - nature.com
Skilled sensorimotor interactions with the world result from a series of decision-making
processes that determine, on the basis of information extracted during the unfolding …

Secondary motor cortex: where 'sensory'meets 'motor'in the rodent frontal cortex

F Barthas, AC Kwan - Trends in neurosciences, 2017 - cell.com
In rodents, the medial aspect of the secondary motor cortex (M2) is known by other names,
including medial agranular cortex (AGm), medial precentral cortex (PrCm), and frontal …

Machine learning for neural decoding

JI Glaser, AS Benjamin, RH Chowdhury, MG Perich… - eneuro, 2020 - eneuro.org
Despite rapid advances in machine learning tools, the majority of neural decoding
approaches still use traditional methods. Modern machine learning tools, which are versatile …

The roles of supervised machine learning in systems neuroscience

JI Glaser, AS Benjamin, R Farhoodi, KP Kording - Progress in neurobiology, 2019 - Elsevier
Over the last several years, the use of machine learning (ML) in neuroscience has been
rapidly increasing. Here, we review ML's contributions, both realized and potential, across …

The computational neurology of movement under active inference

T Parr, J Limanowski, V Rawji, K Friston - Brain, 2021 - academic.oup.com
We propose a computational neurology of movement based on the convergence of
theoretical neurobiology and clinical neurology. A significant development in the former is …

Studying the neural representations of uncertainty

EY Walker, S Pohl, RN Denison, DL Barack, J Lee… - Nature …, 2023 - nature.com
The study of the brain's representations of uncertainty is a central topic in neuroscience.
Unlike most quantities of which the neural representation is studied, uncertainty is a property …

Parallel movement planning is achieved via an optimal preparatory state in motor cortex

N Meirhaeghe, A Riehle, T Brochier - Cell reports, 2023 - cell.com
How do patterns of neural activity in the motor cortex contribute to the planning of a
movement? A recent theory developed for single movements proposes that the motor cortex …

Continuous evaluation of cost-to-go for flexible reaching control and online decisions

A De Comite, P Lefèvre… - PLOS Computational …, 2023 - journals.plos.org
Humans consider the parameters linked to movement goal during reaching to adjust their
control strategy online. Indeed, rapid changes in target structure or disturbances interfering …

Mechanisms of competitive selection: A canonical neural circuit framework

SP Mysore, NB Kothari - Elife, 2020 - elifesciences.org
Competitive selection, the transformation of multiple competing sensory inputs and internal
states into a unitary choice, is a fundamental component of animal behavior. Selection …

A systematic review of obesity and binge eating associated impairment of the cognitive inhibition system

E Saruco, B Pleger - Frontiers in Nutrition, 2021 - frontiersin.org
Altered functioning of the inhibition system and the resulting higher impulsivity are known to
play a major role in overeating. Considering the great impact of disinhibited eating behavior …