Adaptability of Tacit Learning in Bipedal Locomotion
Citations
41 citations
Cites methods from "Adaptability of Tacit Learning in B..."
...dynamic environment using a tacit learning approach [37] for a fixed period of 70 s....
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40 citations
Cites background from "Adaptability of Tacit Learning in B..."
...…introducing the optimal parameters of behavior control (Flash and Hogan, 1985; Uno et al., 1989; Alexander, 1997), the principles of biological controllers (Tanaka and Kimura, 2008; Shimoda and Kimura, 2010; Shimoda et al., 2013) and other methods, but this problem remains an open research topic....
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27 citations
Cites background from "Adaptability of Tacit Learning in B..."
...Recently, a novel learning scheme named Tacit Learning was proposed (Shimoda and Kimura, 2010; Shimoda et al., 2013) as an unsupervised learning paradigm....
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...The experimental results demonstrated that the walking gait composed of primitive motions was well adapted to the environment in terms of walking efficiency (Shimoda et al., 2013)....
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...Previously in tacit learning for biped walking, joints were divided into kinematically specified and unspecified groups (Shimoda et al., 2013)....
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15 citations
Additional excerpts
...was developed [33] as an unsupervised learning paradigm....
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...ronment in terms of walking efficiency [33]....
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15 citations
Cites background from "Adaptability of Tacit Learning in B..."
...Signal accumulation is a key factor for “Tacit Learning” in the adaptation process and primitive behaviors composed of several reflex actions are gradually tuned into suitable behaviors for the environment (Shimoda and Kimura, 2010; Shimoda et al., 2012, 2013)....
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...The “Tacit Learning System” introduced by Shimoda has two main advantages for controlling the prosthesis compared to other control methods: learning speed and a simple, inexpensive system with intrinsic robustness (Shimoda et al., 2012, 2013)....
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References
14,937 citations
"Adaptability of Tacit Learning in B..." refers background or methods in this paper
...The activities of VTNs are fundamentally governed by the classical McCulloch-Pitts neuron model [26] with the threshold modification rule to maintain the firing frequency in an appropriate range by their innate activities....
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...The activity rule of VTNs is fundamentally governed by similar local rules with classical McCulloch-Pitts neuron model [26]....
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