Publications

2022

Efficient plasma-surface interaction surrogate model for sputtering processes based on autoencoder neural networks

Gergs, T., Borislavov, B. & Trieschmann, J.
J. Vac. Sci. Technol. B 40, 012802 (2022)

Correlation between properties of direct current magnetron sputtered thin niobium nitride films and plasma parameters

Marquardt, R., Cipo, J., Schlichting, F., Kolhatkar, G., Kohlstedt, H. & Kersten, H.
Thin Solid Films 742(31), 139046 (2022)

2021

Generalized Method for Charge-Transfer Equilibration in Reactive Molecular Dynamics

Gergs, T., Schmidt, F., Mussenbrock, T. & Trieschmann, J.
J. Chem. Theory Comput. 17, 6691–6704 (2021)

Taking a microscale look at symbiotic interactions—and why it matters

Bosch, T. C. G.
Proc. Natl. Acad. Sci. 118, e2110874118 (2021)

Performance Assessment of Amorphous HfO 2 -Based RRAM Devices for Neuromorphic Applications

Ossorio, O. G., Vinuesa, G., Garcia, H., Sahelices, B., Duenas, S., Castan, H., Perez, E., Kalishettyhalli Mahadevaiah, M. & Wenger, C.
ECS Trans. 102, 29–35 (2021)

Making the invisible visible: exploring host–microbiome interactions across different taxa using data-driven 3D visualization

Landis, S. H., Duscher, T. & Bosch, T. C. G.
The Biochemist 43, 40–45 (2021)

Accurate Program/Verify Schemes of Resistive Switching Memory (RRAM) for In-Memory Neural Network Circuits

Milo, V., Glukhov, A., Pérez, E., Zambelli, C., Lepri, N., Mahadevaiah, M. K., Quesada, E. P.-B., Olivo, P., Wenger, C. & Ielmini, D.
IEEE Trans. Electron Devices 1–6 (2021)

On the Role of the Excitation/Inhibition Balance of Homeostatic Artificial Neural Networks

Brütt, M. & Kaernbach, C.
Entropy 23, 1681 (2021)

An equivalent electrical circuit for the Hindmarsh‐Rose model

Ochs, K. & Jenderny, S.

Int. J. Circuit Theory Appl. 49, 3526–3539 (2021)

A CMOS Integrated Low-Power, Ultra-Low-Frequency Relaxation Oscillator for Neuromorphic Applications

Cheng, X., Birkoben, T., Kohlstedt, H. & Bahr, A.

2021 IEEE MWSCAS, pp. 170-174 (2021)

An Ising Machine Solving Max-Cut Problems based on the Circuit Synthesis of the Phase Dynamics of a Modified Kuramoto Model

K. Ochs, B. Al Beattie and S. Jenderny,
2021 IEEE MWSCAS, pp. 982-985 (2021)

Kuramoto Model with Hebbian Learning Mimics Spatial Correlations Causing an Optical Illusion

Ochs, K., Michaelis, D., Jenderny, S. & Szymendera, M.-K.
2021 IEEE MWSCAS, pp. 36-39 (2021)

A Self-Organizing Gait Pattern Generator Exploiting an Electrical Circuit for Axon Growth

Michaelis, D., Jenderny, S. & Ochs, K.
2021 IEEE MWSCAS, pp. 166-169 (2021)

A Memristive Circuit for Gait Pattern Classification Based on Self-Organized Axon Growth

Michaelis, D., Ochs, K. & Jenderny, S.
2021 IEEE MWSCAS, pp. 162-165 (2021)

Synthesis of an Equivalent Circuit for Spike-Timing-Dependent Axon Growth: What Fires Together Now Really Wires Together

Ochs, K., Michaelis, D., & Jenderny, S.
IEEE Trans. Circuits Syst. Regul. Pap. 68 (9), 3656–3667 (2021)

An Equivalent Electrical Circuit for the Hindmarsh-Rose Model

Ochs, K. & Jenderny, S.
Int. J. Circuit Theory Appl., pp. 1–14 (2021)

Distributed Parameter State Estimation for the Gray–Scott Reaction-Diffusion Model

Feketa, P., Schaum, A. & Meurer, T.

Systems 9(4), 71 (2021)

Performance Assessment of Amorphous HfO2 -Based RRAM Devices for Neuromorphic Applications

Ossorio, O. G., Vinuesa, G., García, H., Sahelices, B., Dueñas, S., Castán, H., Pérez, E., Mahadevaiah, M. K. & Wenger, Ch.

ECS J. Solid State Sci. Technol. 10, 083002 (2021)

Stability of cluster formations in adaptive Kuramoto networks
Feketa, P., Schaum, A. & Meurer, T.
IFAC-Pap. 54, 14–19 (2021)

A survey on the modeling of hybrid behaviors: how to account for impulsive jumps properly
Feketa, P., Klinshov, V. & Lücken, L.
Commun. Nonlinear Sci. Numer. Simul. 105955 (2021)

Variability and Energy Consumption Tradeoffs in Multilevel Programming of RRAM Arrays

Perez, E., Mahadevaiah, M. K., Quesada, E. P.-B. & Wenger, C.

IEEE Trans. Electron Devices 68, 2693–2698 (2021)

Neurons interact with the microbiome: an evolutionary-informed perspective

Giez, C., Klimovich, A. & Bosch, T.C.G.

Neuroforum 27(2) (2021)

Engineering Method for Tailoring Electrical Characteristics in TiN/TiOx/ HfOx/Au Bi-Layer Oxide Memristive Devices

Park, S., Klett, S., Ivanov, T., Knauer, A., Doell, J. & Ziegler, M. Front. Nanotechnol. 3:670762 (2021)

Toward Reliable Compact Modeling of Multilevel 1T-1R RRAM Devices for Neuromorphic Systems

Pérez-Bosch Quesada, E., Romero-Zaliz, R., Pérez, E., Kalishettyhalli Mahadevaiah, M., Reuben, J., Schubert, M. A., Jiménez-Molinos, F., Roldán, J. B., & Wenger, C.

Electronics, 10(6), 645 (2021)

Prelimary work

Project related prelimary work can be found on the webpage of the Research Unit 2093 as well as on the webpages of the subproject management.