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Titlebook: Artificial Life and Evolutionary Computation; 17th Italian Worksho Marco Villani,Stefano Cagnoni,Roberto Serra Conference proceedings 2024

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How to Turn a Leaky Learner into a Sealed Onete mutual information between network layers as an information-theoretic means to understand the learning process better. When considering network layers as high-dimensional continuous random variables, the computation of mutual information is a challenging problem. We focus on an approximation meth
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Analysing the Expressiveness of Metabolic Networks Representations, metabolic-Directed Acyclic Graphs (m-DAGs) and Reaction Graphs (RGs). These representations form a hierarchical view of the metabolism, AMNs being the most abstract, m-DAGs serving as the intermediate, and RGs being the most detailed. We evaluate their expressiveness for a case study comprising 33
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General Lines, Routes and Perspectives of Wetware Embodied AI. From Its Organizational Bases to a Glchemical dynamical systems intended as models of living and cognitive systems. The ambition is complementing common approaches in robotics and AI, mainly characterized by behavioral imitation of the cognitive processes under inquiry, with more radical approaches, aiming at creating artificial models
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