The role of variability in motor learning

AK Dhawale, MA Smith… - Annual review of …, 2017 - annualreviews.org
Trial-to-trial variability in the execution of movements and motor skills is ubiquitous and
widely considered to be the unwanted consequence of a noisy nervous system. However …

A review of sensory feedback in upper-limb prostheses from the perspective of human motor control

JW Sensinger, S Dosen - Frontiers in neuroscience, 2020 - frontiersin.org
This manuscript reviews historical and recent studies that focus on supplementary sensory
feedback for use in upper limb prostheses. It shows that the inability of many studies to …

Mesolimbic dopamine signals the value of work

AA Hamid, JR Pettibone, OS Mabrouk, VL Hetrick… - Nature …, 2016 - nature.com
Dopamine cell firing can encode errors in reward prediction, providing a learning signal to
guide future behavior. Yet dopamine is also a key modulator of motivation, invigorating …

Reward pays the cost of noise reduction in motor and cognitive control

SG Manohar, TTJ Chong, MAJ Apps, A Batla… - Current Biology, 2015 - cell.com
Speed-accuracy trade-off is an intensively studied law governing almost all behavioral tasks
across species. Here we show that motivation by reward breaks this law, by simultaneously …

The basal ganglia: from motor commands to the control of vigor

JT Dudman, JW Krakauer - Current opinion in neurobiology, 2016 - Elsevier
Highlights•Vertebrates are remarkable for their ability to select and execute motor
skill.•Motor skill is defined by flexibility of execution while obtaining reliable outcomes.•Basal …

Stable representations of decision variables for flexible behavior

BA Bari, CD Grossman, EE Lubin, AE Rajagopalan… - Neuron, 2019 - cell.com
Decisions occur in dynamic environments. In the framework of reinforcement learning, the
probability of performing an action is influenced by decision variables. Discrepancies …

Movement vigor as a reflection of subjective economic utility

R Shadmehr, TR Reppert, EM Summerside… - Trends in …, 2019 - cell.com
To understand subjective evaluation of an option, various disciplines have quantified the
interaction between reward and effort during decision making, producing an estimate of …

Motor planning

AL Wong, AM Haith, JW Krakauer - The Neuroscientist, 2015 - journals.sagepub.com
Motor planning colloquially refers to any process related to the preparation of a movement
that occurs during the reaction time prior to movement onset. However, this broad definition …

[HTML][HTML] A representation of effort in decision-making and motor control

R Shadmehr, HJ Huang, AA Ahmed - Current biology, 2016 - cell.com
Given two rewarding stimuli, animals tend to choose the more rewarding (or less effortful)
option. However, they also move faster toward that stimulus [1–5]. This suggests that reward …

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 …