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    • ESE & Statistics Seminar: “Large Neural Networks: Insights from Linearized Models”

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    PICS Conference Room 534 - A Wing , 5th Floor 3401 Walnut Street, Philadelphia, PA, United States

    Abstract: Modern machine learning models, and in particular multilayer neural networks, exhibit a broad range of puzzling phenomena. Their training requires to minimize a highly non-convex high-dimensional cost function, and […]

    CIS Seminar: “What Society Must Require from AI”

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    Wu and Chen Auditorium (Room 101), Levine Hall 3330 Walnut Street, Philadelphia, PA, United States

    Abstract:  Artificial intelligence (AI) algorithms, especially machine learning (ML) programs, are now being employed or proposed for use in: a) scanning résumés to weed out job applicants; b) evaluating risks […]

    Penn Engineering’s NSF Fellowship Workshop

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    Heilmeier Hall (Room 100), Towne Building 220 South 33rd Street, Philadelphia, PA, United States

    Penn Engineering is holding a workshop for students interested in applying for the 2020 National Science Foundation Graduate Research Fellowship (NSFGRF) . The goal of this workshop is to discuss […]

    CBE Seminar: “Protein-integrated Electronics: From Molecules to Machines”

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    Wu and Chen Auditorium (Room 101), Levine Hall 3330 Walnut Street, Philadelphia, PA, United States

    Abstract: We are developing chemo-mechatronic systems, structures, and machines that can transduce signals between the chemical, mechanical, and electrical domains to produce intelligent behaviors in response to an external stimuli. […]

    MSE Seminar: “Topology and Quantum Matter: From Axions to Spintronics”

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    Auditorium, LRSM Building 3231 Walnut Street, Philadelphia, PA, United States

    The confluence of fundamental symmetries and spin-orbit coupling is known to produce emergent electronic states in crystalline solids that are accurately described using the language of topology. This talk provides […]

    • Tedori-Callinan Lecture: “Isogeometric Analysis”

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    Wu and Chen Auditorium (Room 101), Levine Hall 3330 Walnut Street, Philadelphia, PA, United States

    The vision of Isogeometric Analysis was first presented in a paper published October 1, 2005 .  Since then it has become a focus of research within both the fields of […]

    ESE Seminar: “AI and Intelligent IC/Accelerator Design: A Synergistic Approach”

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    PICS Conference Room 534 - A Wing , 5th Floor 3401 Walnut Street, Philadelphia, PA, United States

    The recent artificial intelligence (AI) boom has been largely driven by three confluence forces: algorithms, big data, and computing power enabled by modern integrated circuits (ICs) including specialized AI accelerators. […]