4 research outputs found

    Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services

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    Artificial Intelligence-Generated Content (AIGC) is an automated method for generating, manipulating, and modifying valuable and diverse data using AI algorithms creatively. This survey paper focuses on the deployment of AIGC applications, e.g., ChatGPT and Dall-E, at mobile edge networks, namely mobile AIGC networks, that provide personalized and customized AIGC services in real time while maintaining user privacy. We begin by introducing the background and fundamentals of generative models and the lifecycle of AIGC services at mobile AIGC networks, which includes data collection, training, finetuning, inference, and product management. We then discuss the collaborative cloud-edge-mobile infrastructure and technologies required to support AIGC services and enable users to access AIGC at mobile edge networks. Furthermore, we explore AIGCdriven creative applications and use cases for mobile AIGC networks. Additionally, we discuss the implementation, security, and privacy challenges of deploying mobile AIGC networks. Finally, we highlight some future research directions and open issues for the full realization of mobile AIGC networks

    Advances in Autism Research

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    This book represents one of the most up-to-date collections of articles on clinical practice and research in the field of Autism Spectrum Disorders (ASD). The scholars who contributed to this book are experts in their field, carrying out cutting edge research in prestigious institutes worldwide (e.g., Harvard Medical School, University of California, MIND Institute, King’s College, Karolinska Institute, and many others). The book addressed many topics, including (1) The COVID-19 pandemic; (2) Epidemiology and prevalence; (3) Screening and early behavioral markers; (4) Diagnostic and phenotypic profile; (5) Treatment and intervention; (6) Etiopathogenesis (biomarkers, biology, and genetic, epigenetic, and risk factors); (7) Comorbidity; (8) Adulthood; and (9) Broader Autism Phenotype (BAP). This book testifies to the complexity of performing research in the field of ASD. The published contributions underline areas of progress and ongoing challenges in which more certain data is expected in the coming years. It would be desirable that experts, clinicians, researchers, and trainees could have the opportunity to read this updated text describing the challenging heterogeneity of Autism Spectrum Disorder

    Creation and Evaluation of Educational Tools for E-Learning Based on Videomodels

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    We describe the design of a web platform supporting virtual experiments in electronics or electrics. The underlying methodology for the experiments are the videomodels. These models represent a 3D visualization of electronic and electrical circuits. From an earlier initiative, it was known that interactivity and documentation are very important issues. We show how the latest features from HTML5 are used to increase the interactivity and include several balloons, instruction videos, and guided exercises on the platform. In a second phase, we tested the platform with two groups of students, being students with and without earlier experience in videomodels. The overall results in both groups were very positive and presented an enormous improvement on efficiency and clearness, compared to a previous attempt

    Creation and Evaluation of Educational Tools for E-Learning Based on Videomodels

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