Literature DB >> 25497835

A neural circuit mechanism for regulating vocal variability during song learning in zebra finches.

Jonathan Garst-Orozco1, Baktash Babadi1, Bence P Ölveczky1.   

Abstract

Motor skill learning is characterized by improved performance and reduced motor variability. The neural mechanisms that couple skill level and variability, however, are not known. The zebra finch, a songbird, presents a unique opportunity to address this question because production of learned song and induction of vocal variability are instantiated in distinct circuits that converge on a motor cortex analogue controlling vocal output. To probe the interplay between learning and variability, we made intracellular recordings from neurons in this area, characterizing how their inputs from the functionally distinct pathways change throughout song development. We found that inputs that drive stereotyped song-patterns are strengthened and pruned, while inputs that induce variability remain unchanged. A simple network model showed that strengthening and pruning of action-specific connections reduces the sensitivity of motor control circuits to variable input and neural 'noise'. This identifies a simple and general mechanism for learning-related regulation of motor variability.

Entities:  

Keywords:  motor control; motor learning; motor variability; neuroscience; reinforcement learning; songbird; synaptic plasticity

Mesh:

Year:  2014        PMID: 25497835      PMCID: PMC4290448          DOI: 10.7554/eLife.03697

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  77 in total

1.  Decrystallization of adult birdsong by perturbation of auditory feedback.

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Journal:  Nature       Date:  1999-06-03       Impact factor: 49.962

Review 2.  Plasticity and primary motor cortex.

Authors:  J N Sanes; J P Donoghue
Journal:  Annu Rev Neurosci       Date:  2000       Impact factor: 12.449

3.  Temporal sparseness of the premotor drive is important for rapid learning in a neural network model of birdsong.

Authors:  Ila R Fiete; Richard H R Hahnloser; Michale S Fee; H Sebastian Seung
Journal:  J Neurophysiol       Date:  2004-04-07       Impact factor: 2.714

4.  Silent synapses in a thalamo-cortical circuit necessary for song learning in zebra finches.

Authors:  Sarah W Bottjer
Journal:  J Neurophysiol       Date:  2005-08-17       Impact factor: 2.714

5.  Sleep-related neural activity in a premotor and a basal-ganglia pathway of the songbird.

Authors:  Richard H R Hahnloser; Alexay A Kozhevnikov; Michale S Fee
Journal:  J Neurophysiol       Date:  2006-02-22       Impact factor: 2.714

6.  Comparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex.

Authors:  D A McCormick; B W Connors; J W Lighthall; D A Prince
Journal:  J Neurophysiol       Date:  1985-10       Impact factor: 2.714

7.  Effect of testosterone on input received by an identified neuron type of the canary song system: a Golgi/electron microscopy/degeneration study.

Authors:  R A Canady; G D Burd; T J DeVoogd; F Nottebohm
Journal:  J Neurosci       Date:  1988-10       Impact factor: 6.167

8.  Ontogeny of brain nuclei controlling song learning and behavior in zebra finches.

Authors:  S W Bottjer; S L Glaessner; A P Arnold
Journal:  J Neurosci       Date:  1985-06       Impact factor: 6.167

Review 9.  Neural pathways for the control of birdsong production.

Authors:  J M Wild
Journal:  J Neurobiol       Date:  1997-11

10.  Learning to never forget-time scales and specificity of long-term memory of a motor skill.

Authors:  Se-Woong Park; Tjeerd M H Dijkstra; Dagmar Sternad
Journal:  Front Comput Neurosci       Date:  2013-09-02       Impact factor: 2.380

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  24 in total

Review 1.  Phylogenetic and individual variation in gastropod central pattern generators.

Authors:  Akira Sakurai; Paul S Katz
Journal:  J Comp Physiol A Neuroethol Sens Neural Behav Physiol       Date:  2015-04-03       Impact factor: 1.836

2.  Acetylcholine acts on songbird premotor circuitry to invigorate vocal output.

Authors:  Paul I Jaffe; Michael S Brainard
Journal:  Elife       Date:  2020-05-19       Impact factor: 8.140

Review 3.  The Role of Variability in Motor Learning.

Authors:  Ashesh K Dhawale; Maurice A Smith; Bence P Ölveczky
Journal:  Annu Rev Neurosci       Date:  2017-05-10       Impact factor: 12.449

4.  Adaptive Regulation of Motor Variability.

Authors:  Ashesh K Dhawale; Yohsuke R Miyamoto; Maurice A Smith; Bence P Ölveczky
Journal:  Curr Biol       Date:  2019-10-17       Impact factor: 10.834

5.  Rules and mechanisms for efficient two-stage learning in neural circuits.

Authors:  Tiberiu Teşileanu; Bence Ölveczky; Vijay Balasubramanian
Journal:  Elife       Date:  2017-04-04       Impact factor: 8.140

Review 6.  Co-opting evo-devo concepts for new insights into mechanisms of behavioural diversity.

Authors:  Kim L Hoke; Elizabeth Adkins-Regan; Andrew H Bass; Amy R McCune; Mariana F Wolfner
Journal:  J Exp Biol       Date:  2019-04-15       Impact factor: 3.312

7.  Interactions between motor exploration and reinforcement learning.

Authors:  Shintaro Uehara; Firas Mawase; Amanda S Therrien; Kendra M Cherry-Allen; Pablo Celnik
Journal:  J Neurophysiol       Date:  2019-06-26       Impact factor: 2.714

8.  Population-Level Representation of a Temporal Sequence Underlying Song Production in the Zebra Finch.

Authors:  Michel A Picardo; Josh Merel; Kalman A Katlowitz; Daniela Vallentin; Daniel E Okobi; Sam E Benezra; Rachel C Clary; Eftychios A Pnevmatikakis; Liam Paninski; Michael A Long
Journal:  Neuron       Date:  2016-05-18       Impact factor: 17.173

Review 9.  Actor-critic reinforcement learning in the songbird.

Authors:  Ruidong Chen; Jesse H Goldberg
Journal:  Curr Opin Neurobiol       Date:  2020-09-06       Impact factor: 6.627

10.  Vocal learning in songbirds requires cholinergic signaling in a motor cortex-like nucleus.

Authors:  Pavel A Puzerey; Kamal Maher; Nikil Prasad; Jesse H Goldberg
Journal:  J Neurophysiol       Date:  2018-07-11       Impact factor: 2.714

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