Memristive circuit-based model of central pattern generator to reproduce spinal neuronal activity in walking pattern [PDF]
Existing methods of neurorehabilitation include invasive or non-invasive stimulators that are usually simple digital generators with manually set parameters like pulse width, period, burst duration, and frequency of stimulation series. An obvious lack of
Dinar N. Masaev +15 more
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Optimal searching behaviour generated intrinsically by the central pattern generator for locomotion [PDF]
Efficient searching for resources such as food by animals is key to their survival. It has been proposed that diverse animals from insects to sharks and humans adopt searching patterns that resemble a simple Lévy random walk, which is theoretically ...
David W Sims +4 more
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Hierarchical reinforcement learning with central pattern generator for enabling a quadruped robot simulator to walk on a variety of terrains [PDF]
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.
Toshiki Watanabe +9 more
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Potential role of a ventral nerve cord central pattern generator in forward and backward locomotion in Caenorhabditis elegans [PDF]
C. elegans locomotes in an undulatory fashion, generating thrust by propagating dorsoventral bends along its body. Although central pattern generators (CPGs) are typically involved in animal locomotion, their presence in C.
Erick O. Olivares +2 more
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Rethinking central pattern generators: A general approach [PDF]
Abstract Central pattern generators (CPGs) have traditionally been modeled as sets of coupled bistable oscillators (Marder and Calabrese, Physiol. Rev. 76(3) (1996) 687–717). We present a framework for constructing models which avoid the shortcomings of these traditional models, while remaining biologically plausible.
Chris Eliasmith, Charles H. Anderson
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Although quite a few central pattern generator controllers have been developed to regulate the locomotion of terrestrial bionic robots, few studies have been conducted on the central pattern generator control technique for amphibious robots crawling on ...
Gang Wang, Xi Chen, Shi-Kai Han
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Snake-like robots can perform various types of locomotion in the complex environments. In this article, a novel two-layered central pattern generator-based controller is proposed for controlling snake-like robots.
Guifang Qiao +4 more
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A central pattern generator approach to footstep transition for biped navigation
Existing sampling-based footstep planning method for biped navigation used an intermediate static posture for footstep transition. However, when adopting this approach, the robot is sensitive to modeling error and external environments, and also the ...
Zeyang Xia +5 more
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Central pattern generators [PDF]
Grillner S, et al.: Neural networks that co-ordinate locomotion and body orientation in lamprey.Trends Neurosci 1995, 18:270-279.Marder E, Calabrese RL: Principles of rhythmic motor pattern production.Physiol Rev 1996, 76:687-717.Stein PSG, Grillner S, Selverston AI, Stuart DG: Neurons, Networks and Behavior. Cambridge, USA: MIT Press; 1997.
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Mapping Connectivity Amongst Interneuronal Components of the Locomotor CPG
The basic rhythmic activity characteristic of locomotion in mammals is generated by a neural network, located in the spinal cord, known as the locomotor central pattern generator (CPG).
Farhia Haque +2 more
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