Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 21 for “"Fast Adaptation"”.
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Fast adaptation of legacy code for server hosting
… browsers or thin-client applications. While such adaptation cannot take full advantage of the latest computing and networking technologies, it is critical for the industries to make a smooth and fast transition from the traditional in-house computing to Internet-based computing. We study the …
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Learning in dynamical systems with guarantees: from system identification to safety verification and fast adaptation
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-20 without embargo terms
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A Computational Study on the Structure, Dynamics and Mechanoelectric Transduction of Vestibular Hair cell
… features, I added channel kinetics such as the fast adaptation. In my study, the Ca²⁺ diffusion kinetics plays a key role in the hair cell adaptations. The Ca²⁺ association rate to the fast adaptation modulator is postulated to govern the fast adaptation. I assumed that two factors--the tip link …
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The Integration of Information Relevant to a Manual Control Task
… be processed most efficiently and result in fast adaptation and (2) detection with the proximal hand would be more efficient.
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Robust adaptive control of induction machines using the L1 control scheme
… that robustness may be maintained even with very fast adaptation. This controller is limited by the flux observer used to provide information about flux magnitude and direction.
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A context-sensitive meta-classifier for color-naming
… of a dialog-like interaction model to provide fast-adaptation for a specific exchange. The model learned in each exchange is then integrated into the system as a whole. This algorithm is an incremental meta-learner, leveraging a generic online-learner and adding context-sensitivity. A human …
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Hierarchical reinforcement learning for adaptive and autonomous decision-making in robotics
… implement two techniques to enable this adaptation. First, we implement a hierarchical Reinforcement Learning architecture that uses differentiated sub-policies governed by a hierarchical controller to enable fast adaptation. Second we introduce a confidence-based training process for the …
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Light Stimulation of Sensory Hair Cells
… was to elucidate the role of Ca<sup>2+</sup> in fast adaptation, a process thought to underlie a hair bundle's ability to amplify stimuli. I aimed to do this by generating intracellular surges in Ca<sup>2+</sup> concentration without altering the state of the mechanotransduction channel or its …
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Tame Long-Horizon Model-Based Reinforcement Learning
… control using these implicit models enable fast adaptation to problems with new reward functions. Our method is self-supervised in that it can be trained on offline datasets without reward labels, but can then be quickly deployed on new tasks. We validate that our proposed method enables …
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Lexical syntax for statistical machine translation
… scalability, computational efficiency and fast adaptation to new languages and domains. However, current approaches of Phrase-based SMT lacks the capabilities of producing more grammatical translations and handling long-range reordering while maintaining the grammatical structure of the …
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A computational approach for understanding adaptation in vertebrate hair cells
… a rapid onset and adapting exponentially with a fast and slow time constant. The fast component is usually attributed to calcium binding directly to the transduction channels to promote channel reclosure. Myosin-1C, an unconventional myosin motor protein that is also modulated by calcium, adjusts …
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Maintenance and Metalearning of Time Interval Representations
… and behavior across policy transitions shows fast adaptation to new policies. I apply this algorithm to a model and fit it to behavioral data. Third, I display some preliminary neural data gathered during these tasks as well as hypotheses for neural implementation. With these experiments, I …
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Better Generalization with Less Human Annotation Using Meta-Learning and Self-Supervised Learning for Image Analysis
… also called “learning to learn”, which acquires fast adaptation capability over a collection of related tasks and uses it to improve its future learning performance. Self-supervised learning, on the other hand, tries to leverage all useful information from the unlabeled training data itself. It …
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Experimental Analysis of Skull Remodeling and Change in Intracranial Volume with a soft Orthosis in Canine Models
… All 14 beagles with a soft orthosis showed very fast adaptation of the head to the orthosis just 2 weeks into the experiment, and they continued to develop a long and narrow head shape throughout the 7-week experimental period. At 7 weeks, they showed significantly shorter width and longer head …
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Using vehicular networks for building distributed networks of services
… changing channel conditions that requires fast adaptation algorithms. Given that all of these solutions are targeted at real-world problems, the strength of our research lies in the fact that we designed and built a prototype device based on customized hardware for use in vehicular …
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Temporal encoding in the visual system
… and set across the retina and has very fast dynamics. (2) The obtained CFF curves suggest a correlation between the frequency at which maximum sensitivity is obtained and the sensitivity itself. (3) As predicted by the model, temporal bands are developed in the visual system for stimuli …
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Augmenting L1 Adaptive Control of Piecewise Constant Type to Aerial Vehicles
… aerospace adaptive control problems and achieves fast adaptation while robust stability to bounded plant parameter changes is claimed. Even though large adaptation gains create large and rapidly varying internal signals, the L1 adaptive controller output is limited in amplitude and frequency, …
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L1 adaptive output-feedback control architectures
… real systems based on piecewise constant adaptation law. It is shown that L1 adaptive control architectures achieve decoupling of adaptation from control, which leads to bounded away from zero time-delay and gain margins in the presence of arbitrarily fast adaptation. Computed performance …
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A Building Information Modeling (BIM)-centric Digital Ecosystem for Smart Airport Life Cycle Management
… optimization of project resources and allows fast adaptation to emerging business and operational demands. Accordingly, airport sustainability measures -economic vitality, operational efficiency, natural resources, and social responsibility- will improve due to higher levels of efficiency in …
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A Building Information Modeling (bim)-centric Digital Ecosystem For Smart Airport Life Cycle Management
… optimization of project resources and allows fast adaptation to emerging business and operational demands. Accordingly, airport sustainability measures -economic vitality, operational efficiency, natural resources, and social responsibility- will improve due to higher levels of efficiency in …
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