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Published in 2020 at "Developmental Neurobiology"
DOI: 10.1002/dneu.22738
Abstract: Central pattern generators (CPGs) are neural circuits that based on their connectivity can generate rhythmic and patterned output in the absence of rhythmic external inputs. This property makes CPGs crucial elements in the generation of…
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Keywords:
insects;
central pattern;
pattern;
motor ... See more keywords
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Published in 2022 at "Glia"
DOI: 10.1002/glia.24162
Abstract: Central pattern generators (CPGs) generate the rhythmic and coordinated neural features necessary for the proper conduction of complex behaviors. In particular, CPGs are crucial for complex motor behaviors such as locomotion, mastication, respiration, and vocal…
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Keywords:
central pattern;
pattern generating;
motor;
astrocytic modulation ... See more keywords
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Published in 2020 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.5307
Abstract: This article introduces a systematic method for designing a distributed nonlinear controller to achieve multiple distinct gaits, each of which is characterized by a prescribed oscillation profile and velocity, for a class of locomotion systems.…
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Keywords:
controller;
pattern generator;
central pattern;
problem ... See more keywords
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Published in 2019 at "Brain Research"
DOI: 10.1016/j.brainres.2018.12.001
Abstract: The spinal locomotor central pattern generator (CPG) in neonatal mice exhibits diverse output patterns, ranging from sub-rhythmic to multi-rhythmic to fictive locomotion, depending on its general level of excitation and neuromodulatory status. We have recently…
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Keywords:
recovery;
central pattern;
locomotor central;
serotonin sensitivity ... See more keywords
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Published in 2021 at "Clinical Neurophysiology"
DOI: 10.1016/j.clinph.2021.08.016
Abstract: Unperturbed human locomotion presumably results from feedforward shifts in stable body equilibrium in the environment, thus avoiding falling and subsequent catching considered in alternative theories of locomotion. Such shifts are achieved by relocation of the…
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Keywords:
central pattern;
control;
locomotion;
referent ... See more keywords
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Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.10.101
Abstract: Abstract Central pattern generators (CPGs) are dedicated neural circuits which can generate rhythmic motor patterns even in absence of sensory input with extraordinary robustness and flexibility. In this paper, a biologically realistic model of a…
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Keywords:
respiratory cpg;
real time;
central pattern;
implementation ... See more keywords
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Published in 2024 at "Nature"
DOI: 10.1038/s41586-024-08162-w
Abstract: The mechanisms underlying the mammalian ultradian sleep rhythm—the alternation of rapid-eye-movement (REM) and slow-wave (SW) states—are not well understood but probably depend, at least in part, on circuits in the brainstem1, 2, 3, 4, 5–6.…
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Keywords:
ultradian sleep;
rhythm;
sleep rhythm;
sleep ... See more keywords
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Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-94163-2
Abstract: We present a data-driven deep reinforcement learning (DRL) method for the optimization of a hierarchically structured control policy that includes the central pattern generator. This method, which is as a whole referred to as the…
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Keywords:
central pattern;
hierarchical reinforcement;
pattern generator;
reinforcement learning ... See more keywords
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Published in 2024 at "Chaos"
DOI: 10.1063/5.0220075
Abstract: The neural oscillator model proposed by Matsuoka is a piecewise affine system that exhibits distinctive periodic solutions. Although such typical oscillation patterns have been widely studied, little is understood about the dynamics of convergence to…
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Keywords:
neuronal activities;
analysis two;
two neuron;
model ... See more keywords
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Published in 2024 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/ad9a00
Abstract: Objective. Complex biological systems have evolved to control movement dynamics despite noisy and unpredictable inputs and processing delays that necessitate forward predictions. The staple example in vertebrates is the locomotor control emerging from interactions between…
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Keywords:
spiking neural;
function;
damage;
model ... See more keywords
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Published in 2021 at "Physical review. E"
DOI: 10.1103/physreve.104.064405
Abstract: Central pattern generators (CPGs) are relatively small neural networks that play a fundamental role in the control of animal locomotion. In this paper we define a method for the systematic design of CPG models able…
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Keywords:
pattern generator;
biologically plausible;
central pattern;
towards biologically ... See more keywords