Aktuelle Jobs im Zusammenhang mit Phd Position - Aachen - Forschungszentrum Jülich

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    vor 4 Monaten


    Aachen, Deutschland Uniklinik RWTH Aachen Vollzeit

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    Aachen, Deutschland Forschungszentrum Jülich Vollzeit

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    **Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 2 years. An extension for at least one year is planned. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific Contracts). This is a...


  • Aachen, Nordrhein-Westfalen, Deutschland RWTH Aachen University Vollzeit

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  • Aachen, Nordrhein-Westfalen, Deutschland RWTH Aachen University Vollzeit

    Position Overview:We are seeking a dedicated PhD candidate to contribute to cutting-edge research in the field of Physical Vapor Deposition (PVD) technology, specifically focusing on titanium machining applications.Key Responsibilities:Engage in pioneering research at a leading institute specializing in surface engineering within mechanical...


  • Aachen, Nordrhein-Westfalen, Deutschland RWTH Aachen University Vollzeit

    Position Overview:The RWTH Aachen University is at the forefront of research in surface engineering, particularly in the realm of mechanical engineering. We are seeking a dedicated PhD candidate to contribute to our innovative projects in Physical Vapor Deposition (PVD) technology.Key Responsibilities:Engage in cutting-edge research focused on PVD processes...

  • Phd Student

    vor 3 Monaten


    Aachen, Deutschland Universitätsklinikum Aachen AöR Vollzeit

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  • Phd Student

    vor 3 Monaten


    Aachen, Deutschland Uniklinik RWTH Aachen Vollzeit

    Job-Benachrichtigung per E-Mail As a tertiary and quaternary level provider of medical care, the University Hospital of RWTH Aachen combines patient-oriented medicine and care, teaching and research at an international level. The entire spectrum of medical care is provided through 36 specialist departments, 33 institutes and six interdisciplinary units. The...


  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    About the JobWe are seeking a highly skilled and motivated PhD researcher to join our team at Forschungszentrum Jülich. The successful candidate will have the opportunity to work on cutting-edge research topics in the field of neuromorphic computing, specifically focusing on algorithm-circuit codesign for memristor-based spiking neural networks.Key...


  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    About the JobWe are seeking a highly skilled and motivated PhD researcher to join our team at Forschungszentrum Jülich. The successful candidate will have the opportunity to work on cutting-edge research topics in the field of neuromorphic computing, specifically focusing on algorithm-circuit codesign for memristor-based spiking neural networks.Key...


  • Aachen, Deutschland RWTH Aachen University Vollzeit

    **Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 2 years. The possibility of an extension (for at least one year) exists. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific...


  • Aachen, Deutschland RWTH Aachen University Vollzeit

    **Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 1 year. An extension to 4 years in total is provided. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific Contracts). This is a...


  • Aachen, Deutschland RWTH Aachen University Vollzeit

    **Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of one year. An extension to 4 years in total is provided. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific Contracts). This is a...


  • Aachen, Deutschland RWTH Aachen University Vollzeit

    **Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 1 year. An extension to 4 years in total is provided. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific Contracts). This is a...


  • Aachen, Deutschland RWTH Aachen University Vollzeit

    **Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 1 year. An extension to 4 years in total is provided. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific Contracts). This is a...


  • Aachen, Deutschland RWTH Aachen University Vollzeit

    **Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 1 year. An extension to 4 years in total is provided. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific Contracts). This is a...

  • Phd Student

    vor 4 Monaten


    Aachen, Deutschland Uniklinik RWTH Aachen Vollzeit

    Job-Benachrichtigung per E-Mail Stellenangebote As a tertiary and quaternary level provider of medical care, the University Hospital of RWTH Aachen combines patient-oriented medicine and care, teaching and research at an international level. The entire spectrum of medical care is provided through 36 specialist departments, 33 institutes and six...

  • Phd Student

    vor 4 Monaten


    Aachen, Deutschland Universitätsklinikum Aachen AöR Vollzeit

    As a tertiary and quaternary level provider of medical care, the University Hospital of RWTH Aachen combines patient-oriented medicine and care, teaching and research at an international level. The entire spectrum of medical care is provided through 36 specialist departments, 33 institutes and six interdisciplinary units. The co-location of patient care,...

  • Phd Student

    vor 4 Monaten


    Aachen, Deutschland Uniklinik RWTH Aachen Vollzeit

    Job-Benachrichtigung per E-Mail As a tertiary and quaternary level provider of medical care, the University Hospital of RWTH Aachen combines patient-oriented medicine and care, teaching and research at an international level. The entire spectrum of medical care is provided through 36 specialist departments, 33 institutes and six interdisciplinary units. The...

  • Phd Position

    vor 3 Wochen


    Aachen, Deutschland Forschungszentrum Jülich Vollzeit

    The multidisciplinary Institute for Advanced Simulation - Materials Data Science and Informatics (IAS-9) brings together disciplines ranging from data analysis and machine learning to materials simulation, research data management and software development under one roof. In doing so, we extract new information from simulations and experiments, identify...

Phd Position

vor 4 Monaten


Aachen, Deutschland Forschungszentrum Jülich Vollzeit

The Peter Grünberg Institute - Neuromorphic Software Ecosystems (PGI-15) led by Prof. Dr. Emre Neftci explores neuromorphic computing technologies that learn and work like the brain. PGI-15 research aims to design computing algorithms and architectures from the perspective of neuroscience and physical realizations in dedicated circuits and devices. Applications of our research are targeted to improve computing in many areas, including computer vision, autonomous control, data processing in mobile and wearable devices, and (neuro-)scientific data analysis. A new European project, METASPIN, envisions a radically new low-power artificial synapse technology based on spintronic nanodevices that will prevent catastrophic forgetting, i.e. the loss of memory of previously learned tasks upon learning new ones. This project will develop a new class of device that will use magneto-ionics to support synaptic metaplasticity, i.e. a feature inspired by the human brain based on assigning a ‘hidden value’ encoding its important to the task. This value will affect how ‘plastic’ synaptic state is, giving a hierarchy to previously learned information and thus preventing catastrophic forgetting. The ultimate goal of this project is to integrate this advanced synaptic technology and learning algorithms into an ANN demonstrator to test. This project is in collaboration with Université Paris-Saclay and the University of Zürich.

**Your Job**:

- Devise a theory of probabilistic continual learning and metaplasticity
- Create a software model incorporating metaplastic nanodevice behavior models (Pytorch or equivalent)
- Develop continual learning benchmarks and evaluate the model and theory on meta-plastic binary neural networks
- Support the dissemination of software tools and concepts
- Supervise student projects and BSc/MSc theses
- Write research articles, regularly participate in international conferences to present your work

**Your Profile**:

- Master’s degree in physics, computer science, mathematics, electrical/electronic engineering or a related field
- Familiarity or strong interest in developing neural networks, machine learning and machine learning software frameworks (Pytorch, Tensorflow and/or Jax)
- Knowledge or practical experience with memristive phenomena are a plus
- Ability for collaborative work, interdisciplinary and cross-topical thinking
- Very good communication skills in English, both spoken and written. PGI-15 offers an English speaking environment, therefore German language skills are not required

**Our Offer**:
We work on the very latest issues that impact our society and are offering you the chance to actively help in shaping the change We offer ideal conditions for you to complete your doctoral degree:

- A world-leading, interdisciplinary and international research environment, provided with state-of-the-art experimental equipment and versatile opportunities to grow as a curious researcher
- An interdisciplinary and collaborative work environment including researchers at the following institutes: Neuromorphic Hardware Nodes (PGI-14), Electronics Materials (PGI-7), the Institute of Neuroscience and Medicine - Computational and Systems Neuroscience (INM-6), the Jülich Supercomputer Center (JSC) and the Faculty of Electrical Engineering and Information Technology at RWTH Aachen
- 30 days of annual leave and provision for days off between public holidays and weekends (e.g. between Christmas and New Year)
- Targeted services for international employees, e.g. through our International Advisory Service

Place of employment: Aachen (Technologie Zentrum Aachen)