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Preliminary experiments on the deep architectures of the Auto-Associative Neural Networks demonstrated that they have a fascinating ability in complex nonlinear feature extraction, manifold formation and dimension reduction. However, they should successfully pass a serious challenge of training. Furthermore, using the valuable information inclined in video sequences is so helpful in manifold formation...
Passive walking is defined as walking down a shallow slope without using any muscular contraction as an active controller. Based on this definition, which was made to present the simple possible models of human gait, some knee-less models have been proposed. These simple passive models have the ability to show several different dynamics such as periodic and chaotic behaviors. Previously, the periodic...
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