scholarly journals Black-box testing in motor sequence learning

2021 ◽  
Author(s):  
Pablo Maceira-Elvira ◽  
Jan E. Timmermann ◽  
Traian Popa ◽  
Anne-Christine Schmid ◽  
John W. Krakauer ◽  
...  

During learning of novel motor sequences, practice leads to the consolidation of hierarchical structures, namely motor chunks, facilitating the accurate execution of sequences at increasing speeds. Recent studies show that such hierarchical structures are largely represented upstream of the primary motor cortex in the motor network, suggesting their function to be more related to the encoding, storage, and retrieval of sequences rather than their sole execution. We isolated different components of motor skill acquisition related to the consolidation of spatiotemporal features and followed their evolution over training. We found that optimal motor skill acquisition relies on the storage of the spatial features of the sequence in memory, followed by the optimization of its execution and increased execution speeds (i.e., a shift in the speed-accuracy trade-off) early in training, supporting the model proposed by Hikosaka in 1999. Contrasting the dynamics of these components during ageing, we identified less-than-optimal mechanisms in older adults explaining the observed differences in performance. We applied noninvasive brain stimulation in an attempt to support the aging brain to compensate for these deficits. The present study found that anodal direct current stimulation applied over the motor cortex restored the mechanisms involved in the consolidation of spatial features, without directly affecting the speed of execution of the sequence. This led older adults to sharply improve their accuracy, resulting in an earlier yet gradual emergence of motor chunks. The results suggest the early storage of the sequence in memory, largely independent of motor practice, is crucial for an optimal motor acquisition and retrieval of this motor behavior. Nevertheless, the consolidation of optimal temporal patterns, detected as motor chunks at a behavioral level, is not a direct consequence of storing the sequence elements, but rather of motor practice.

2020 ◽  
Author(s):  
Mariana D. Rocha ◽  
Jes Dreier ◽  
Jonathan Brewer ◽  
Manfred Gahr ◽  
Michiel Vellema

AbstractSex hormones are essential modulators of birdsong. Testosterone, and its active androgenic and estrogenic metabolites, 5α-dihydrotestosterone (DHT) and estradiol, can re-shape the brain circuits responsible for song learning and production. The differential mechanisms of action of these different hormones during song development and song maintenance are, nonetheless, not fully understood. Here we demonstrate that unlike testosterone, DHT treatment does not induce singing behavior in naïve adult female canaries that have never previously produced song. However, in birds with previous testosterone-induced singing experience, DHT alone is enough to promote the re-acquisition of high quality songs, even after months of silence. In addition, we show that the synaptic reorganization that accompanies vocal motor skill development requires more than DHT-induced androgen receptor activation. These results indicate that vocal motor practice will persistently modify the hormone-sensitive brain circuit responsible for song production, suggesting a mechanistic differentiation in the hormone-dependent regulation of the initial vocal motor skill acquisition and later re-acquisition.


2020 ◽  
Vol 238 (7-8) ◽  
pp. 1745-1757
Author(s):  
John Cirillo ◽  
John G. Semmler ◽  
Ronan A. Mooney ◽  
Winston D. Byblow

Author(s):  
Sara Cavaco

There is extensive evidence and it is widely recognized that motor skill learning is spared in patients with dense amnesia. However, the neural substrates of motor skill learning are a continuing topic of research and a current matter of debate. This review focuses on the differential contribution of the striatum and the cerebellum to learning skills that require either motor sequence or motor adaptation. A brief overview of the current knowledge helps understand why certain patient populations, such as patients with Parkinson's disease and patients with cerebellar ataxia, experience difficulty with motor skill acquisition.


2020 ◽  
Vol 124 (3) ◽  
pp. 844-855
Author(s):  
Mahboobeh Zabihhosseinian ◽  
Paul Yielder ◽  
Victoria Berkers ◽  
Ushani Ambalavanar ◽  
Michael Holmes ◽  
...  

Normally motor learning decreases cerebellar inhibition (CBI) to facilitate learning of a novel skill. In this study, neck fatigue before motor skill acquisition led to less of a decrease in CBI and significantly less improvement in performance accuracy relative to a control group. This study demonstrated that neck fatigue impacts the cerebellar-motor cortex interaction to distal hand muscles, a highly relevant finding due to the altered neck postures and fatigue accompanying increased technology use.


2012 ◽  
Author(s):  
Landon LaPorte ◽  
Anne Collins McLaughlin ◽  
Laura A. Whitlock ◽  
Maribeth Gandy ◽  
Amanda K. Trujillo

2019 ◽  
Vol 2019 ◽  
pp. 1-11 ◽  
Author(s):  
Jost-Julian Rumpf ◽  
Alexandru Barbu ◽  
Christopher Fricke ◽  
Mirko Wegscheider ◽  
Joseph Classen

The retention of a new sequential motor skill relies on repeated practice and subsequent consolidation in the absence of active skill practice. While the early phase of skill acquisition remains relatively unaffected in older adults, posttraining consolidation appears to be selectively impaired by advancing age. Motor learning is associated with posttraining changes of oscillatory alpha and beta neuronal activities in the motor cortex. However, whether or not these oscillatory dynamics relate to posttraining consolidation and how they relate to the age-specific impairment of motor consolidation in older adults remains elusive. Transcranial alternating current stimulation (tACS) is a noninvasive brain stimulation technique capable of modulating such neuronal oscillations. Here, we examined whether tACS targeting M1 immediately following explicit motor sequence training is capable of modulating motor skill consolidation in older adults. In two sets of double-blind, sham-controlled experiments, tACS targeting left M1 was applied at either 10 Hz (alpha-tACS) or 20 Hz (beta-tACS) immediately after termination of a motor sequence training with the right (dominant) hand. Task performance was retested after an interval of 6 hours to assess consolidation of the training-acquired skill. EEG was recorded over left M1 to be able to detect local after-effects on oscillatory activity induced by tACS. Relative to the sham intervention, consolidation was selectively disrupted by posttraining alpha-tACS of M1, while posttraining beta-tACS of M1 had no effect on delayed retest performance compared to the sham intervention. No significant postinterventional changes of oscillatory activity in M1 were detected following alpha-tACS or beta-tACS. Our findings point to a frequency-specific interaction of tACS with posttraining motor memory processing and may suggest an inhibitory role of immediate posttraining alpha oscillations in M1 with respect to motor consolidation in healthy older adults.


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