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Research Topics

Machine Learning & Deep Learning

Machine learning systems act independently and give recommendations based on learned knowledge from large amounts of data. When deep neural networks are used in machine learning, this is referred to as deep learning. The basis for such CPU-intensive methods is the combination of special algorithms, a powerful infrastructure and training data.

Projects

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  1. AI-DISCO - Edge-Cloud AI for DIstributed Sensing and COmputing

    The AI-DISCO project (Edge-Cloud AI for Distributed Sensing and Computing) addresses the challenges of data throughput, energy consumption, scalability, resilience, and security by researching an…

  2. RAISE - Retrieval-Augmented Innovation and SME Enablement

    KI-gestützte Wissensverarbeitung für den Mittelstand

    Künstliche Intelligenz bietet kleinen und mittleren Unternehmen (KMU) große Chancen, ihre Prozesse effizienter zu gestalten und neue digitale…

  3. KI-Kompetenzen_HS - KI-Kompetenzen an Hochschulen stärken

    DFKI is a key partner in the new funding initiative “Strengthening AI Skills at Universities,” which is coordinated by the Stifterverband. Running from January 2026 to March 2029 with a total budget…

  4. KIOps6G - KI Operations in 6G Netzen

    Ziel des Vorhabens ist die Entwicklung einer „KIOPs Plattform“ mit dem Ziel, auf Basis einer zu entwickelnden formalisierten Beschreibung nichtfunktionaler Eigenschaften von KI-basierten…

  5. gEndurance - gEndurance - AI-supported gender-specific behavioural interventions for personalised therapy of chronic diseases

    The two chronic widespread diseases of high blood pressure and type II diabetes affect millions of people in Germany, and their prevalence is steadily increasing. Both diseases can be treated…