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 3 of 3 for “"information decomposition"”.
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Analyzing Multimodal Interactions through Improved Partial Information Decomposition Estimation
… to build comprehensive models by integrating information from diverse sensory inputs such as text, audio, and vision. However, significant challenges remain in understanding how these different modalities interact and contribute to downstream tasks. In particular, we seek to characterize how …
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Complex, yet Resolved: Time-, Frequency-, and Information-resolved Approaches to Brain Function and Human Consciousness
… the human connectome. This “connectome harmonic decomposition” of brain activity reveals a generalisable neural signature of loss of consciousness, whether due to anaesthesia or brain injury. A mirror-reverse of this harmonic signature characterises the altered state induced by LSD or ketamine. …
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Causal history analysis of complex system dynamics
… multivariate interactions. To achieve that, an information-theoretic formulation is developed to characterize the joint influence from the entire causal history to the present state of each variable using a directed acyclic graph representation. The proposed framework builds on the …