Fraunhofer Institute for Cognitive Systems IKS

Topics of the Fraunhofer Institute for Cognitive Systems IKS

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Cognitive Systems

Cognitive systems have the ability to adapt to their environment and as a result, solve complex tasks on their own. Fraunhofer IKS conducts research into safe and dependable cognitive systems.

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Autonomous Driving

Will the automobiles of the future drive autonomously? This vision of the future will become reality only when autonomous driving is safe. With this in mind, Fraunhofer IKS works on adaptive automobile software architectures.

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Artificial Intelligence

The goal of Fraunhofer IKS is to take advantage of machine learning technologies in order to design a future that is safe. AI technologies must be 100 percent dependable, especially when it comes to safety-critical applications.

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AI in medicine

In the future, digital medicine will accompany us as patients from prevention to aftercare. Artificial intelligence (AI) is a key technology here, because AI can combine and analyze large amounts of data in a very short time. Fraunhofer IKS conducts research on the validation of such digital applications.

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Industry 4.0

The term Industry 4.0 refers to the digitalization of production and manufacturing. In order to safely exploit the corresponding advantages, connected and automated production systems must function first and foremost in a dependable manner.

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Safety Engineering

The electronics inside vehicles and machinery are growing increasingly complex. It takes more advanced safety mechanisms to tame this complexity. This is why safety engineering is a focal point of research at Fraunhofer IKS.

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Smart Farming

Smart Farming makes it possible to simultaneously render agriculture more sustainable, efficient and resilient. Fraunhofer IKS supports manufacturers of agricultural machinery, technology or software in the development of solutions for smart farming.

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Quantum Computing

Quantum computers could enable new applications. Fraunhofer IKS is researching safe software applications for quantum computing so that the calculations can be relied on.

Current activities at the Fraunhofer Institute for Cognitive Systems IKS

Here you will find our upcoming events, current press releases and other news about Fraunhofer IKS in Munich.

 

Online Seminar / 2.6.2022

Safe Intelligence for Laboratories

In the online seminar »Safe Intelligence for Laboratories«, Fraunhofer IKS provides an insight into the methodological spectrum of medical artificial intelligence for laboratories. Where does the industry stand? How is laboratory technology evolving?

Register now!

 

Conference / 8.-9.11.2022

Safetronic 2022

After the successful premiere in 2021, the Fraunhofer Institute for Cognitive Systems will again host the international conference »Safetronic« 2022. The event is planned for November 8 and 9, 2022.

 

Conference / 6.-9.9.2022

SafeComp 2022

The 41st International Conference on Computer Safety, Reliability and Security, SafeComp, will take place next year in Munich. For its 2022 edition, the annual event has the motto »New frontiers of safety assurance«. It will be hosted by the Fraunhofer Institute for Cognitive Systems IKS in cooperation with the Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU).  

 

Press Release / 3.2.2022

Solving optimization problems with quantum computing

In the future, quantum computers will be able to solve highly complex tasks that traditional computers have failed to do so far. In the QuaST project, which is funded by Germany’s Federal Ministry of Economic Affairs and Climate Action, seven partners from science and industry are researching how to make quantum computing as easily accessible as possible for companies.

 

Download

ezCar2x® framework: Source code available

With the flexible ezCar2x® software framework Fraunhofer IKS provides the key components needed to rapidly create prototype applications for networking vehicles. The link to the complete source code and the corresponding manual can be found on the ezCar2x® website.

 

White paper

Trustworthy AI for Intelligent Traffic Systems (ITS)

Together with the Huawei Research Center Munich, Fraunhofer IKS has written a white paper on Artificial Intelligence (AI) for Intelligent Transport Systems (ITS). It summarizes current and future challenges of introducing AI into Intelligent Traffic Systems in a trustworthy manner. Here, special focus is laid on Smart Cities.

 

 

Paper

Out-Of-Distribution Detection Transformer

A serious problem in image classification is that a trained model might perform well for input data that originates from the same distribution as the data available for model training but performs much worse for out-of-distribution (OOD) samples. This paper proposes a first-of-its-kind OOD detection architecture named OODformer that leverages the contextualization capabilities of the transformer.

 

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All news

You can find all the Institute's news on our News page. Read on directly.

Safe Intelligence Magazine

These are the latest English articles on our blog:

 

Interview / 15.2.2022

Research is international

At Fraunhofer IKS, people from a wide variety of countries work on solving complex tasks: Currently we have colleagues from more than 20 different nations. We asked three of them about their experiences of living and working in Germany.

 

Smart Farming / 27.1.2022

Digital transformation takes the field

As farmers step up their use of information and communication technology, agriculture is not only becoming more efficient, but also more sustainable and resilient. A Fraunhofer IKS webinar explored some different solutions and strategies in the field of smart farming.

 

AI in medicine / 13.1.2022

Getting to grips with uncertainty

In the near future, medical engineering will be shaped by artificial intelligence and machine learning. However, the complex processes involved in machine learning create a problem for researchers — it is costly and challenging to eliminate errors before autonomous systems are put into use, and to reliably detect errors during operation.

 

Safe Intelligence Blog / 12.1.2022

Bilingual into the new year!

The Fraunhofer IKS Safe Intelligence blog starts the new year with a big change: From now on, there is also an English version of the blog.

Services by the Fraunhofer Institute for Cognitive Systems IKS

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Dependable Artificial Intelligence

Fraunhofer IKS makes artificial intelligence technology trustworthy and dependable.

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Adaptive Software

Fraunhofer IKS makes embedded systems adaptive and extendable.

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Safety Architectures for AI Systems

Fraunhofer IKS develops safety architectures for artificial intelligence technologies.

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Fault-tolerant Embedded Platforms

Fraunhofer IKS develops fault-tolerant embedded systems.

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Dependable Connected Systems

Fraunhofer IKS develops connected systems that are safe and dependable.

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Flexible Production

Fraunhofer IKS makes sure your production systems are flexible and dependable.

Fraunhofer Institute for Cognitive Systems IKS

 

Fraunhofer IKS

Hansastraße 32
80686 Munich / Germany

Phone: +49 89/547088-0
Fax: +49 89/547088-220

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Fraunhofer IKS

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