Dissociating error-based and reinforcement-based loss functions during sensorimotor learning

Does the sensorimotor system minimize prediction error or select the most likely prediction during object lifting?

(2017) Joshua G. A. Cashaback et al.   JOURNAL OF NEUROPHYSIOLOGY

Saccadic suppression as a perceptual consequence of efficient sensorimotor estimation

(2017) Frédéric Crevecoeur et al.   eLife

The Size-Weight Illusion is not anti-Bayesian after all: a unifying Bayesian account

(2016) Megan A.K. Peters et al.   PeerJ

The human motor system alters its reaching movement plan for task-irrelevant, positional forces

(2015) Joshua G. A. Cashaback et al.   JOURNAL OF NEUROPHYSIOLOGY

Reward feedback accelerates motor learning

(2015) Ali A. Nikooyan et al.   JOURNAL OF NEUROPHYSIOLOGY

Persistent Residual Errors in Motor Adaptation Tasks: Reversion to Baseline and Exploratory Escape

(2015) P. A. Vaswani et al.   JOURNAL OF NEUROSCIENCE

Reward-Dependent Modulation of Movement Variability

(2015) S. E. Pekny et al.   JOURNAL OF NEUROSCIENCE

Somatosensory Contribution to the Initial Stages of Human Motor Learning

(2015) N. F. Bernardi et al.   JOURNAL OF NEUROSCIENCE

Human representation of visuo-motor uncertainty as mixtures of orthogonal basis distributions

(2015) Hang Zhang et al.   NATURE NEUROSCIENCE

The dissociable effects of punishment and reward on motor learning

(2015) Joseph M Galea et al.   NATURE NEUROSCIENCE

Do Cost Functions for Tracking Error Generalize across Tasks with Different Noise Levels?

(2015) Jonathon Sensinger et al.   PLoS One

Probabilistic information on object weight shapes force dynamics in a grip-lift task

(2015) Leif Trampenau et al.   EXPERIMENTAL BRAIN RESEARCH

Explicit and Implicit Contributions to Learning in a Sensorimotor Adaptation Task

(2014) J. A. Taylor et al.   JOURNAL OF NEUROSCIENCE

Temporal structure of motor variability is dynamically regulated and predicts motor learning ability

(2014) Howard G Wu et al.   NATURE NEUROSCIENCE

Motor variability is not noise, but grist for the learning mill

(2014) David J Herzfeld et al.   NATURE NEUROSCIENCE

The log-dynamic brain: how skewed distributions affect network operations

(2014) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

On the Origins of Suboptimality in Human Probabilistic Inference

(2014) Luigi Acerbi et al.   PLoS Computational Biology

Calculating Individual and Total Muscular Translational Stiffness: A Knee Example

(2013) Joshua G. A. Cashaback et al.   JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME

On the derivation of a tensor to calculate six degree-of-freedom, musculotendon joint stiffness: Implications for stability and impedance analyses

(2013) Joshua G.A. Cashaback et al.   JOURNAL OF BIOMECHANICS

What Autocorrelation Tells Us about Motor Variability: Insights from Dart Throwing

(2013) Robert J. van Beers et al.   PLoS One

Motor control is decision-making

(2012) Daniel M Wolpert et al.   CURRENT OPINION IN NEUROBIOLOGY

Muscle fatigue and contraction intensity modulates the complexity of surface electromyography

(2012) Joshua G.A. Cashaback et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

Sensitivity to prediction error in reach adaptation

(2012) Mollie K. Marko et al.   JOURNAL OF NEUROPHYSIOLOGY

Random walk of motor planning in task-irrelevant dimensions

(2012) Robert J. van Beers et al.   JOURNAL OF NEUROPHYSIOLOGY

Dynamic Estimation of Task-Relevant Variance in Movement under Risk

(2012) M. S. Landy et al.   JOURNAL OF NEUROSCIENCE

Overcoming Motor "Forgetting" Through Reinforcement Of Learned Actions

(2012) L. Shmuelof et al.   JOURNAL OF NEUROSCIENCE

Spatially selective enhancement of proprioceptive acuity following motor learning

(2011) Jeremy D. Wong et al.   JOURNAL OF NEUROPHYSIOLOGY

Rethinking Motor Learning and Savings in Adaptation Paradigms: Model-Free Memory for Successful Actions Combines with Internal Models

(2011) Vincent S. Huang et al.   NEURON

Learning from Sensory and Reward Prediction Errors during Motor Adaptation

(2011) Jun Izawa et al.   PLoS Computational Biology

Rapidly learned stimulus expectations alter perception of motion

(2010) M. Chalk et al.   JOURNAL OF VISION

Motor Learning Is Optimally Tuned to the Properties of Motor Noise

(2009) Robert J. van Beers   NEURON

The statistical determinants of adaptation rate in human reaching

(2008) Johannes Burge et al.   JOURNAL OF VISION

Noise in the nervous system

(2008) A. Aldo Faisal et al.   NATURE REVIEWS NEUROSCIENCE