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.
Results
Showing 1 to 11 of 11 for “"dynamical networks"”.
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Mathematical modelling and brain dynamical networks
… of the HR system to create an undirected brain dynamical network (BDN) of Nn neurons. Then, we study the concepts of upper bound of mutual information rate (MIR) and synchronisation measure and their dependence on the values of electrical and chemical couplings. We analyse the dynamics of …
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Synchronization of classes of dynamical networks : analysis and control
Dynamical networks composed of dynamical units are ubiquitous in many different contexts such as biology, ecology, sociology, technology, and even in our daily life. These networks bring us tremendous convenience and meanwhile provide us great challenges, which show the urgent need for research on …
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Synchronization of classes of dynamical networks : analysis and control
Dynamical networks composed of dynamical units are ubiquitous in many different contexts such as biology, ecology, sociology, technology, and even in our daily life. These networks bring us tremendous convenience and meanwhile provide us great challenges, which show the urgent need for research on …
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Spectral analysis for stochastic models of large-scale complex dynamical networks
Research on large-scale complex networks has important applications in diverse systems of current interest, including the Internet, the World-Wide Web, social, biological, and chemical networks. The growing availability of massive databases, computing facilities, and reliable data analysis tools …
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Optimization of load balancing in anonymous dynamical networks with application to Tor
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2025-05-01
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Robustness of complex networks to global perturbations
<p>This thesis studies the robustness of complex dynamical networks with non-trivial topologies against global perturbations, following Robert May’s seminal work on network stability, in order to find critical stability thresholds of global perturbations and to determine if their impact varies …
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Interaction and Configuration Control for Networks of Dynamical Systems
… the study of interaction between subsystems in a dynamical network; and, (3) finally we study the multi-layer interaction in dynamical networks, adopt an integrated model and use a multiple time-scale separation to achieve the control objectives and decoupling between the layers.
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Classifying and Predicting Dynamics with Bioinspired Machine Learning
Artificial neural networks train by finding optimal weights, which are the strengths of connections between neuronal nodes. These optimal values are found by minimizing the error between the neural network’s output and what we know should be the true output for given inputs used during training. …
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NODE INFLUENCE IN NETWORK-BASED DISCRETE DYNAMICAL SYSTEMS
… systems can be modeled as network-based discrete dynamical systems, where individual nodes (representing some variable of interest) are connected by edges that describe their interactions. Each node can take on different states relevant to the network under investigation (for example, a gene may …
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Dynamics of adaptive recurrent neural networks
… is presented in the form of a slow-fast adaptive dynamical recurrent neural network. The plasticity rule is chosen from the class of Hebbian learning rules, in which the synaptic connection between two neurons evolves continuously as a function of their correlation in the recent past. Initially an …
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Evolution and dynamic behavior of transfer RNA in the first two steps of translation
In protein synthesis, a key component of the cellular machinery is transfer RNA (tRNA). This small nucleic acid is crucial to the maintenance of the genetic code because it discriminately binds the messenger RNA codon at the ribosome and adds the cognate amino acid to the growing polypeptide chain. …