The Role of Variability in Motor Learning.

Annu Rev Neurosci

Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts 02138; email:

Published: July 2017

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, recent studies have suggested that motor variability may also be a feature of how sensorimotor systems operate and learn. This view, rooted in reinforcement learning theory, equates motor variability with purposeful exploration of motor space that, when coupled with reinforcement, can drive motor learning. Here we review studies that explore the relationship between motor variability and motor learning in both humans and animal models. We discuss neural circuit mechanisms that underlie the generation and regulation of motor variability and consider the implications that this work has for our understanding of motor learning.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6091866PMC
http://dx.doi.org/10.1146/annurev-neuro-072116-031548DOI Listing

Publication Analysis

Top Keywords

motor learning
16
motor variability
16
motor
10
variability motor
8
learning
5
variability
5
role variability
4
learning trial-to-trial
4
trial-to-trial variability
4
variability execution
4

Similar Publications

Rationale: One of the most debilitating drawbacks of cisplatin chemotherapy is neurotoxicity which elicits memory impairment and cognitive dysfunction (chemobrain). This is primarily triggered by oxidative stress and inflammation. Captopril, an angiotensin-converting enzyme inhibitor, has been reported as a neuroprotective agent owing to its antioxidant and anti-inflammatory effects.

View Article and Find Full Text PDF

Background: To assess the integrity of the developing nervous system, the Prechtl general movement assessment (GMA) is recognized for its clinical value in diagnosing neurological impairments in early infancy. GMA has been increasingly augmented through machine learning approaches intending to scale-up its application, circumvent costs in the training of human assessors and further standardize classification of spontaneous motor patterns. Available deep learning tools, all of which are based on single sensor modalities, are however still considerably inferior to that of well-trained human assessors.

View Article and Find Full Text PDF

Sirolimus as a repurposed drug for tendinopathy: A systems biology approach combining computational and experimental methods.

Comput Biol Med

January 2025

Department of Orthopedics, Affiliated Huzhou Hospital & Liangzhu Laboratory, Zhejiang University School of Medicine, Huzhou, China; Department of Sports Medicine & Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; Institute of sports medicine, Zhejiang University, Hangzhou, China; Orthopedics Research Institute of Zhejiang University, Hangzhou, China; Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China; Clinical Research Center of Motor System Disease of Zhejiang Province, Hangzhou, China. Electronic address:

Background: Effective drugs for tendinopathy are lacking, resulting in significant morbidity and re-tearing rate after operation. Applying systems biology to identify new applications for current pharmaceuticals can decrease the duration, expenses, and likelihood of failure associated with the development of new drugs.

Methods: We identify tendinopathy signature genes employing a transcriptomics database encompassing 154 clinical tendon samples.

View Article and Find Full Text PDF

Numerous studies have reported benefits of music listening to support learning and motor rehabilitation. In the case of handwriting, previous studies suggested that musical background improves movement speed and fluency. Whether this benefit comes from the melody or is specifically related to the rhythmic cues provided by the music remains to be established.

View Article and Find Full Text PDF

Garner, C, Nachtegall, A, Roth, E, Sterenberg, A, Kim, D, Michael, T, and Lee, S. Effects of movement sonification auditory feedback on repetitions and brain activity during the bench press. J Strength Cond Res 38(12): 2022-2028, 2024-Auditory stimulation and feedback have been found to enhance aspects of motor performance such as motor learning, sense of agency, and movement execution.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!