PhD Position – Algorithm-Circuit Codesign for Neuromorphic Computing with Memristors

Conducting research for a changing society: This is what drives us at Forschungs­zentrum Jülich. As a member of the Helm­holtz Asso­ciation, we aim to tackle the grand societal challenges of our time and conduct research into the possi­bilities of a digitized society, a climate-friendly energy system, and a resource-efficient economy. Work together with...

Conducting research for a changing society: This is what drives us at Forschungs­zentrum Jülich. As a member of the Helm­holtz Asso­ciation, we aim to tackle the grand societal challenges of our time and conduct research into the possi­bilities of a digitized society, a climate-friendly energy system, and a resource-efficient economy. Work together with...

Conducting research for a changing society: This is what drives us at Forschungs­zentrum Jülich. As a member of the Helm­holtz Asso­ciation, we aim to tackle the grand societal challenges of our time and conduct research into the possi­bilities of a digitized society, a climate-friendly energy system, and a resource-efficient economy. Work together with...

Your Job: There are multiple openings for new PhD students interested in the co-design of neuromorphic circuits and systems with novel algorithms in different fields of applications solving hard optimization problems, associative computing, or computing with dynamical systems. As such, the projects blend both hardware and software work across a diverse...

Your Job: There are multiple openings for new PhD students interested in the co-design of neuromorphic circuits and systems with novel algorithms in different fields of applications solving hard optimization problems, associative computing, or computing with dynamical systems. As such, the projects blend both hardware and software work across a diverse...

**Your Job**: Depending on the project area and your scientific skills, tasks will include: - Invent, simulate, and prototype more efficient, specialized non-von Neumann computing hardware blocks for AI, optimization, probabilistic computing, and scientific computing. - Machine learning, deep learning and algorithm development, co-designing with mixed...

**Your Job**: - Build up simulation models to verify the functionality of the merged algorithms - Implement simulations models on FPGA systems to benchmark with existing systems - Implement (reduced) algorithms on existing memristor based neuromorphic computing nodes **Your Profile**: - You hold a Masters degree in electrical/electronic engineering,...

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....

**Your Job**: Networks of coupled oscillators are highly complex dynamical systems, and according to this property and additionally motivated by biological observations they have been used for the development of new non von Neumann computing systems. In many of these approaches the oscillator network is somehow considered as a black box. The aim of your work...

The development of complex materials with tailored properties, as well as the understanding of the underlying mechanisms require reliable high-throughput simulation tools, that can be combined with data analytics and material characterization. This will allow to predict the structure-property relation and to understand and evaluate experimentally obtained...

**Your Job**: - Evaluation of the library on spike-based benchmark tasks such as gesture and speech recognition - Documentation and implementation of example code for the use within the neuromorphic research community - Optional: develop custom SNN code on the Graphcore IPU or on CUDA **Your Profile**: - Current master studies in physics, computer...

**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of three years. 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 part-time contract position. The standard...

BIOMEND is a Marie Skłodowska-Curie Actions (MSCA) Industrial Doctorate Network (DN) programme that will provide world-class interdisciplinary training to 15 highachieving doctoral candidates (DCs) in the area of BIOabsorbable Metallic ENdovascular Medical Devices (BIOMEND) to undertake 3-year PhD programme.Your mission? Be part of an inspiring doctoral...

BIOMEND is a Marie Skłodowska-Curie Actions (MSCA) Industrial Doctorate Network (DN) programme that will provide world-class interdisciplinary training to 15 highachieving doctoral candidates (DCs) in the area of BIOabsorbable Metallic ENdovascular Medical Devices (BIOMEND) to undertake 3-year PhD programme.Your mission? Be part of an inspiring doctoral...

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...

The Helmholtz Institute for Biomedical Engineering - Institute for Stem Cell Biology - at RWTH Aachen Medical School is offering a position for a **PhD student (M/F/d) on epigenetics in leukemia** The project starts as soon as possible, initially funded for three years, with the possibility of an extension. It is a part-time position (65%, currently...

BIOMEND is a Marie Skłodowska-Curie Actions (MSCA) Industrial Doctorate Network (DN) programme that will provide world-class interdisciplinary training to 15 highachieving doctoral candidates (DCs) in the area of BIOabsorbable Metallic ENdovascular Medical Devices (BIOMEND) to undertake 3-year PhD programme. Your mission? Be part of an inspiring doctoral...

BIOMEND is a Marie Skłodowska-Curie Actions (MSCA) Industrial Doctorate Network (DN) programme that will provide world-class interdisciplinary training to 15 highachieving doctoral candidates (DCs) in the area of BIOabsorbable Metallic ENdovascular Medical Devices (BIOMEND) to undertake 3-year PhD programme. Your mission? Be part of an inspiring doctoral...

BIOMEND is a Marie Skłodowska-Curie Actions (MSCA) Industrial Doctorate Network (DN) programme that will provide world-class interdisciplinary training to 15 highachieving doctoral candidates (DCs) in the area of BIOabsorbable Metallic ENdovascular Medical Devices (BIOMEND) to undertake 3-year PhD programme. Your mission? Be part of an inspiring doctoral...

BIOMEND is a Marie Skłodowska-Curie Actions (MSCA) Industrial Doctorate Network (DN) programme that will provide world-class interdisciplinary training to 15 highachieving doctoral candidates (DCs) in the area of BIOabsorbable Metallic ENdovascular Medical Devices (BIOMEND) to undertake 3-year PhD programme. Your mission? Be part of an inspiring doctoral...