Das AKII Microlab ist eine gemeinsame technische Forschungsinitiative, die sich auf die Entwicklung und Anwendung moderner Techniken der künstlichen Intelligenz und des maschinellen Lernens in menschenzentrierten interaktiven Systemen konzentriert. Von Human Motion Tracking und Biomechanik bis hin zu personalisierten Virtual-Reality-Avataren zielen wir auf Anwendungen ab, die Auswirkungen auf Sporttechnologie und medizinische Rehabilitation haben.
Teil des AKII Microlab ist die Vision, ein starkes multidisziplinäres Ökosystem zwischen Universitäten in China und Deutschland sowie Industriepartnern in unseren Partnerregionen in Deutschland und China aufzubauen. Der Schwerpunkt liegt auf der Anwendung modernster Technologien in realen Anwendungen.
In der Praxis entwerfen und implementieren wir intelligente Softwaremodule zusammen mit der richtigen Hardwareunterstützung, um formulierte Probleme für die Datenverarbeitung, das Reasoning und das Lernen zu lösen.
In March 2023, Dr Axenie was appointed Prof. for Artificial Intelligence and will build a new competence research group in Neuromorphic Artificial Intelligence at the Technische Hochschule Nürnberg
Between the 27 and 28th of February, Dr. Axenie joined and led the etami Task Force gathered in Munich for etami’s first unconference event on ethical and trustworthy
The framework of Antifragile Control Systems was further developed and a new instantiation in robotics is out. Together with the University of Trento, we have developed a new
A new preprint describing the work in Antifragile Control Systems instantiations is out! This time we consider the design, synthesis, and deployment of a road traffic optimization system.
A new preprint describing the work in Neurodynamic Systems for Traffic Control is out! This time we consider the design, synthesis, and deployment of a road traffic optimization
The 27th CISM-IUTAM International Summer School on Sports Physics and Technology 2022 was a great opportunity for Gheorghe Lisca to connect and collaborate with renowned scientists from the
Our very own Gheorghe Lisca held a talk on how Reinforcement Learning estimates muscle activations at the 14th symposium "Sports Informatics and Sports Technology" at TU Chemnitz. The
After a fruitful collaboration with Fakultät für Gesundheit, Universität Witten/Herdecke and the Department of Industrial Engineering, University of Trento, we are pleased to announce the publication of our
Gheorghe was awarded a competitive scholarship that covers participation in the 2022 IUTAM-CISM Summer School on Sports physics and technology between 19 Sep 2022 - 23 Sep 2022
Our very own Gheorghe was invited to give a lecture on "Dynamic optimization and reinforcement learning for the estimation of muscle activations in predictive simulations" within the lecture
Context Over the past decades, early diagnosis, new drugs and more personalised treatment have led to impressive increases in survival rates of cancer patients. Yet, chemotherapy-induced peripheral neuropathy (CIPN),
Context Chemotherapy-induced neuropathies (CIPN) have gained clinical significance due to the prevalence of malignant disease and the use of new chemotherapeutic drugs; their prevalence is also reported to be
Introduction COMPONENS focuses on the research and development of tools, models and infrastructure needed to interpret large amounts of clinical data and enhance cancer treatments and our understanding of
Context According to a study from the year 2010, about 39 million people are blind. These people are not able to perceive depth. To help this population to perceive
The PERSEUS (Platform for Enhanced virtual Reality in Sport Exercise Understanding and Simulation) is funded by the Central Innovation Programme for small and medium-sized enterprises (SMEs) (ZIM -
Concept The project focuses on designing and developing a Deep Learning framework for improved avatar representations in immersive collaborative virtual environments. The proposed infrastructure is built on a modular
If you are interested in exploring AI for Biomedical Applications with us, and writing your Bachelor or Master Thesis please contact Dr Cristian Axenie (cristian.axenie@audi-konfuzius-institut-ingolstadt.de) or Prof. Thomas
The framework of Antifragile Control Systems was further developed and a new instantiation in robotics is out. Together with the University of Trento, we have developed a new
A new preprint describing the work in Antifragile Control Systems instantiations is out! This time we consider the design, synthesis, and deployment of a road traffic optimization system.
A new preprint describing the work in Neurodynamic Systems for Traffic Control is out! This time we consider the design, synthesis, and deployment of a road traffic optimization
Our latest work on Learning Insights from a Single Motion Sensor for Accurate and Explainable Soccer Goalkeeper Kinematics has been accepted for publication in the prestigious IEEE Sensors
The AKII Lab benefits from a diverse range of specialized development tools, sensing infrastructures, and computing systems. Equipment Description High-end PC workstations (with GPU) Intel Core i7 7700K
