How variability shapes learning and generalization

L Raviv, G Lupyan, SC Green - Trends in cognitive sciences, 2022 - cell.com
Learning is using past experiences to inform new behaviors and actions. Because all
experiences are unique, learning always requires some generalization. An effective way of …

[PDF][PDF] Motor learning

JW Krakauer, AM Hadjiosif, J Xu, AL Wong, AM Haith - Compr Physiol, 2019 - osf.io
Motor learning encompasses a wide range of phenomena, ranging from relatively low-level
mechanisms for maintaining calibration of our movements, to making high-level cognitive …

Contextual inference in learning and memory

JB Heald, M Lengyel, DM Wolpert - Trends in cognitive sciences, 2023 - cell.com
Context is widely regarded as a major determinant of learning and memory across
numerous domains, including classical and instrumental conditioning, episodic memory …

Meta-learning with memory-augmented neural networks

A Santoro, S Bartunov, M Botvinick… - International …, 2016 - proceedings.mlr.press
Despite recent breakthroughs in the applications of deep neural networks, one setting that
presents a persistent challenge is that of" one-shot learning." Traditional gradient-based …

Motor control changes in low back pain: divergence in presentations and mechanisms

JH Van Dieën, NP Reeves, G Kawchuk… - Journal of Orthopaedic & …, 2019 - jospt.org
Compared to healthy individuals, patients with low back pain demonstrate differences in all
aspects of trunk motor control that are most often studied as differences in muscle activity …

Principles of sensorimotor learning

DM Wolpert, J Diedrichsen, JR Flanagan - Nature reviews neuroscience, 2011 - nature.com
Abstract The exploits of Martina Navratilova and Roger Federer represent the pinnacle of
motor learning. However, when considering the range and complexity of the processes that …

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 …

Error correction, sensory prediction, and adaptation in motor control

R Shadmehr, MA Smith… - Annual review of …, 2010 - annualreviews.org
Motor control is the study of how organisms make accurate goal-directed movements. Here
we consider two problems that the motor system must solve in order to achieve such control …

It's not (only) the mean that matters: variability, noise and exploration in skill learning

D Sternad - Current opinion in behavioral sciences, 2018 - Elsevier
Highlights•Analysis of variability provides information about control priorities.•Variability
comprises a multitude of processes that contribute to skill improvement.•Stages of learning …

Human sensorimotor learning: adaptation, skill, and beyond

JW Krakauer, P Mazzoni - Current opinion in neurobiology, 2011 - Elsevier
Recent studies of upper limb movements have provided insights into the computations,
mechanisms, and taxonomy of human sensorimotor learning. Motor tasks differ with respect …