Modeling and simulation of novel electronic devices

About

The research group “Modeling and simulation of electronic devices” develops simulation models Ranging from atomistic methods (DFT-NEGF, DFT, or MD) over Kinetic Monte Carlo models, to continuum models and compact models to be used in circuit simulators. The focus is the development of model memristive devices such as VCM, ECM, or PCM cells in close interaction with colleagues working on the experimental characterization and fabrication. A special focus lies on understanding the switching dynamics of memristive devices as this is detrimental for employing memristive devices in applications such as computation-in-memory. The insights of the simulation studies lead to optimized device concepts such as thermally engineered stacks. Within the group small building blocks for memristive computing have been developed/fabricated and electrical validated, such as memristive adder circuits, multinary logic, or cells of cellular neural networks.

Research Topics

  • Modelling and Simulation of ReRAM devices
  • Development of memristive cellular nonlinear networks
  • Investigation of spatio-temporal correlations in memristive crossbar arrays for unsupervised learning schemes
  • System-technology co-optimization for computing-in-memory schemes using novel electronic devices

Contact

Dr.-Ing. Stephan Menzel

PGI-7

Building 04.6 / Room R 51

+49 2461/61-5339

E-Mail

Modeling and simulation of novel electronic devices

Members
Simranjeet SinghPostdoctoral Researcher - Mem²CNNBuilding 04.6 / Room 22+49 2461/61-6074
Daniel SchönResearch Assistent Modeling and simulation of novel electronic devices (AG Menzel)Building IWE2-RWTH-Aachen / Room B 005a+49 241/80-27829
Alana BestaevaNoneBuilding 04.6 / Room 48b+49 2461/61-1993
Iliyas DossayevNoneBuilding 04.6 / Room 48c+49 2461/61-6117
Dmitry LukashNoneBuilding 04.6 / Room 48+49 2461/61-6117
Xinyi ZhaoNoneBuilding 04.6 / Room 48b+49 2461/61-85509
Jinhao ZhangNoneBuilding 04.6 / Room 48b+49 2461/61-85509
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Last Modified: 22.04.2025