Search Results - "Wolpert, M"
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Computational Mechanisms of Sensorimotor Control
Published in Neuron (Cambridge, Mass.) (03-11-2011)“…In order to generate skilled and efficient actions, the motor system must find solutions to several problems inherent in sensorimotor control, including…”
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On the origins of suboptimality in human probabilistic inference
Published in PLoS computational biology (01-06-2014)“…Humans have been shown to combine noisy sensory information with previous experience (priors), in qualitative and sometimes quantitative agreement with the…”
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3
Internal Models in Biological Control
Published in Annual review of control, robotics, and autonomous systems (03-05-2019)“…Rationality principles such as optimal feedback control and Bayesian inference underpin a probabilistic framework that has accounted for a range of empirical…”
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Effective reinforcement learning following cerebellar damage requires a balance between exploration and motor noise
Published in Brain (London, England : 1878) (01-01-2016)“…Reinforcement and error-based processes are essential for motor learning, with the cerebellum thought to be required only for the error-based mechanism. Here…”
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Internal representations of temporal statistics and feedback calibrate motor-sensory interval timing
Published in PLoS computational biology (01-11-2012)“…Humans have been shown to adapt to the temporal statistics of timing tasks so as to optimize the accuracy of their responses, in agreement with the predictions…”
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Motor Planning, Not Execution, Separates Motor Memories
Published in Neuron (Cambridge, Mass.) (23-11-2016)“…Recent theories of limb control emphasize motor cortex as a dynamical system, with planning setting the initial neural state, and execution arising from the…”
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Bayesian integration in sensorimotor learning
Published in Nature (15-01-2004)“…When we learn a new motor skill, such as playing an approaching tennis ball, both our sensors and the task possess variability. Our sensors provide imperfect…”
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A comprehensive mapping of outcomes following psychotherapy for adolescent depression: The perspectives of young people, their parents and therapists
Published in European child & adolescent psychiatry (01-11-2021)“…As mental health systems move towards person-centred care, outcome measurement in clinical research and practice should track changes that matter to young…”
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Confidence Is the Bridge between Multi-stage Decisions
Published in Current biology (05-12-2016)“…Demanding tasks often require a series of decisions to reach a goal. Recent progress in perceptual decision-making has served to unite decision accuracy,…”
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Increasing muscle co-contraction speeds up internal model acquisition during dynamic motor learning
Published in Scientific reports (05-11-2018)“…During reaching movements in the presence of novel dynamics, participants initially co-contract their muscles to reduce kinematic errors and improve task…”
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Barriers and facilitators to shared decision making in child and youth mental health: clinician perspectives using the Theoretical Domains Framework
Published in European child & adolescent psychiatry (01-05-2019)“…Shared decision making (SDM) is increasingly being suggested as an integral part of mental health provision. Yet, there is little research on what clinicians…”
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The temporal evolution of feedback gains rapidly update to task demands
Published in The Journal of neuroscience (26-06-2013)“…Recent theoretical frameworks such as optimal feedback control suggest that feedback gains should modulate throughout a movement and be tuned to task demands…”
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Parallel specification of competing sensorimotor control policies for alternative action options
Published in Nature neuroscience (01-02-2016)“…Several prominent theories propose that, in situations affording more than one possible action, the brain prepares, in parallel, multiple competing movements…”
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14
The Value of the Follow-Through Derives from Motor Learning Depending on Future Actions
Published in Current biology (02-02-2015)“…In ball sports, we are taught to follow through, despite the inability of events after contact or release to influence the outcome [1, 2]. Here we show that…”
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15
Bayesian decision theory in sensorimotor control
Published in Trends in cognitive sciences (01-07-2006)“…Action selection is a fundamental decision process for us, and depends on the state of both our body and the environment. Because signals in our sensory and…”
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Computational principles of sensorimotor control that minimize uncertainty and variability
Published in The Journal of physiology (15-01-2007)“…Sensory and motor noise limits the precision with which we can sense the world and act upon it. Recent research has begun to reveal computational principles by…”
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Specificity of Reflex Adaptation for Task-Relevant Variability
Published in The Journal of neuroscience (24-12-2008)“…The motor system responds to perturbations with reflexes, such as the vestibulo-ocular reflex or stretch reflex, whose gains adapt in response to novel and…”
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A unifying computational framework for motor control and social interaction
Published in Philosophical transactions of the Royal Society of London. Series B. Biological sciences (29-03-2003)“…Recent empirical studies have implicated the use of the motor system during action observation, imitation and social interaction. In this paper, we explore the…”
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Rapid Visuomotor Responses Reflect Value-Based Decisions
Published in The Journal of neuroscience (15-05-2019)“…Cognitive decision-making is known to be sensitive to the values of potential options, which are the probability and size of rewards associated with different…”
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A common mechanism underlies changes of mind about decisions and confidence
Published in eLife (01-02-2016)“…Decisions are accompanied by a degree of confidence that a selected option is correct. A sequential sampling framework explains the speed and accuracy of…”
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