Aktuelle Jobs im Zusammenhang mit PhD Position in Neuromorphic Computing with Memristors - Aachen, Nordrhein-Westfalen - Forschungszentrum Jülich


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  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    Your Job:We are seeking a highly motivated and skilled doctoral researcher to join our team at Forschungszentrum Jülich. The successful candidate will have the opportunity to explore and implement hybrid CMOS-memristor spiking neural networks, exploiting optimal neural architectures for task-specific hardware designs.Key Responsibilities:Develop...


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    Your Job:We are seeking a highly motivated doctoral researcher to explore and implement hybrid CMOS-memristor spiking neural networks. The researcher will develop circuit-plausible training/inference algorithms, analyze hardware-aware simulations, and iterate algorithm-circuit co-designs. Additionally, the researcher will support printed circuit board design...


  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    Your Job:We are seeking a highly motivated doctoral researcher to explore and implement hybrid CMOS-memristor spiking neural networks. The researcher will develop circuit-plausible training/inference algorithms, analyze hardware-aware simulations, and iterate algorithm-circuit co-designs. Additionally, the researcher will support printed circuit board design...


  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    Your Job:We are seeking a highly motivated doctoral researcher to explore and implement hybrid CMOS-memristor spiking neural networks, focusing on optimal neural architectures and their performance in task-specific hardware designs. The researcher will develop circuit-plausible training/inference algorithms, analyze them with hardware-aware simulations, and...


  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    Your Job:We are seeking a highly skilled doctoral researcher to explore and implement hybrid CMOS-memristor spiking neural networks. The researcher will develop circuit-plausible training/inference algorithms, analyze hardware-aware simulations, and iterate algorithm-circuit co-designs. Additionally, the researcher will support printed circuit board design...


  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

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  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    Job DescriptionWe are seeking a highly motivated and skilled researcher to join our team at Forschungszentrum Jülich. The successful candidate will work on a Master Thesis project focused on Human-Machine Interface with Neuromorphic signal processing systems.ResponsibilitiesDevelop a measurement setup including an electromyographic signal measurement system...


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    Job DescriptionWe are seeking a highly motivated and skilled researcher to work on a Master Thesis project in Human-Machine Interface with Neuromorphic Signal Processing systems.Responsibilities:Develop a measurement setup including an electromyographic signal measurement system and a motion tracking system for reference.Collect data to build a new dataset...


  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    Job DescriptionWe are seeking a highly motivated and skilled researcher to work on a Master Thesis project in Human-Machine Interface with Neuromorphic Signal Processing systems.Responsibilities:Develop a measurement setup including an electromyographic signal measurement system and a motion tracking system for reference.Collect data to build a new dataset...


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  • Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

    Job Overview:We are seeking a highly motivated and skilled engineer to join our team at Forschungszentrum Jülich. As a Neuromorphic Signal Processing Engineer, you will be responsible for developing a measurement setup including an electromyographic signal measurement system and a motion tracking system for reference. You will also collect data to build a...

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    vor 3 Wochen


    Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

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    Aachen, Nordrhein-Westfalen, Deutschland Amazon Development Center Germany GmbH Vollzeit

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PhD Position in Neuromorphic Computing with Memristors

vor 2 Monaten


Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit
Your Job:

We are seeking a highly motivated doctoral researcher to explore and implement hybrid CMOS-memristor spiking neural networks, focusing on optimal neural architectures and their complexity-performance tradeoff in task-specific hardware designs.

  • Develop circuit-plausible training/inference algorithms and analyze them using hardware-aware simulations.
  • Iterate algorithm-circuit co-designs and quantify improved schemes, comparing and benchmarking them to competing approaches.
  • Support printed circuit board design and tape-out of integrated circuits.
  • Set up experimental systems for memristive circuit measurements and experimental data analysis.
  • Collaborate with cross-disciplinary experts in neuroscience and device physics.
Your Profile:

We are looking for a candidate with a Master's degree in electrical/electronic engineering, computer engineering, computer science, or a related field. Strong skills in mixed-signal circuit designs, simulation, and circuit layout tools are essential. Experience in neuromorphic computation or machine learning is a plus.

  • Background in device physics and analog or mixed-signal circuit designs.
  • Strong skill in mixed-signal circuit designs and simulation.
  • Skills in circuit layout tools and electrical measurements.
  • Interest and background in neuromorphic computation or machine learning.
  • Excellent communication skills and ability to work in a team.
Our Offer:

We offer a world-leading, international research environment with state-of-the-art equipment. You will have the opportunity to work in the highly interdisciplinary and exciting field of neuromorphic and brain-inspired computing, collaborating with physicists, neuroscientists, materials scientists, and engineers.

  • A world-leading, international research environment with state-of-the-art equipment.
  • Opportunity to work in the highly interdisciplinary and exciting field of neuromorphic and brain-inspired computing.
  • Flexible working arrangements, including the possibility of working from home.
  • 30 days of annual leave and an arrangement for bridging days.
  • Further development of your personal strengths through an extensive range of training courses and networking opportunities.