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The role of variability in motor learning
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 …
widely considered to be the unwanted consequence of a noisy nervous system. However …
Hierarchical motor control in mammals and machines
Advances in artificial intelligence are stimulating interest in neuroscience. However, most
attention is given to discrete tasks with simple action spaces, such as board games and …
attention is given to discrete tasks with simple action spaces, such as board games and …
Humans use directed and random exploration to solve the explore–exploit dilemma.
All adaptive organisms face the fundamental tradeoff between pursuing a known reward
(exploitation) and sampling lesser-known options in search of something better …
(exploitation) and sampling lesser-known options in search of something better …
Temporal structure of motor variability is dynamically regulated and predicts motor learning ability
HG Wu, YR Miyamoto, LNG Castro, BP Ölveczky… - Nature …, 2014 - nature.com
Individual differences in motor learning ability are widely acknowledged, yet little is known
about the factors that underlie them. Here we explore whether movement-to-movement …
about the factors that underlie them. Here we explore whether movement-to-movement …
Basal ganglia subcircuits distinctively encode the parsing and concatenation of action sequences
Chunking allows the brain to efficiently organize memories and actions. Although basal
ganglia circuits have been implicated in action chunking, little is known about how individual …
ganglia circuits have been implicated in action chunking, little is known about how individual …
Acute off-target effects of neural circuit manipulations
Rapid and reversible manipulations of neural activity in behaving animals are transforming
our understanding of brain function. An important assumption underlying much of this work …
our understanding of brain function. An important assumption underlying much of this work …
Complementary contributions of striatal projection pathways to action initiation and execution
The performance of an action relies on the initiation and execution of appropriate movement
sequences. Two basal ganglia pathways have been classically hypothesized to regulate this …
sequences. Two basal ganglia pathways have been classically hypothesized to regulate this …
Habits, rituals, and the evaluative brain
AM Graybiel - Annu. Rev. Neurosci., 2008 - annualreviews.org
Scientists in many different fields have been attracted to the study of habits because of the
power habits have over behavior and because they invoke a dichotomy between the …
power habits have over behavior and because they invoke a dichotomy between the …
How is a motor skill learned? Change and invariance at the levels of task success and trajectory control
The public pays large sums of money to watch skilled motor performance. Notably, however,
in recent decades motor skill learning (performance improvement beyond baseline levels) …
in recent decades motor skill learning (performance improvement beyond baseline levels) …
Behavioral variability through stochastic choice and its gating by anterior cingulate cortex
Behavioral choices that ignore prior experience promote exploration and unpredictability but
are seemingly at odds with the brain's tendency to use experience to optimize behavioral …
are seemingly at odds with the brain's tendency to use experience to optimize behavioral …