Karsten Beckmann

Orcid: 0000-0001-6592-7825

According to our database1, Karsten Beckmann authored at least 20 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Measurement of the Crystallization and Phase Transition of Niobium Dioxide Thin-Films for Neuromorphic Computing Applications Using a Tube Furnace Optical Transmission System.
CoRR, 2024

2022
Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration.
IEEE Trans. Computers, 2022

A Generalized Workflow for Creating Machine Learning-Powered Compact Models for Multi-State Devices.
IEEE Access, 2022

2021
Investigation of ReRAM Variability on Flow-Based Edge Detection Computing Using HfO<sub>2</sub>-Based ReRAM Arrays.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Stochasticity and robustness in spiking neural networks.
Neurocomputing, 2021

In-memory Computation of Error-Correcting Codes Using a Reconfigurable HfOx ReRAM 1T1R Array.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Robust RRAM-based In-Memory Computing in Light of Model Stability.
Proceedings of the IEEE International Reliability Physics Symposium, 2021

Optimization of Switching Metrics for CMOS Integrated HfO2 based RRAM Devices on 300 mm Wafer Platform.
Proceedings of the IEEE International Memory Workshop, 2021

Bilayer Ga-Sb Phase Change Memory with Intermediate Resistance State.
Proceedings of the Device Research Conference, 2021

2020
Towards Synaptic Behavior of Nanoscale ReRAM Devices for Neuromorphic Computing Applications.
ACM J. Emerg. Technol. Comput. Syst., 2020

Accurate Inference with Inaccurate RRAM Devices: Statistical Data, Model Transfer, and On-line Adaptation.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019
Cellular Memristive-Output Reservoir (CMOR).
CoRR, 2019

Fabrication and Performance of Hybrid ReRAM-CMOS Circuit Elements for Dynamic Neural Networks.
Proceedings of the International Conference on Neuromorphic Systems, 2019

2018
Design Considerations for Memristive Crossbar Physical Unclonable Functions.
ACM J. Emerg. Technol. Comput. Syst., 2018

2017
Performance Enhancement of a Time-Delay PUF Design by Utilizing Integrated Nanoscale ReRAM Devices.
IEEE Trans. Emerg. Top. Comput., 2017

Design techniques for in-field memristor forming circuits.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

A practical hafnium-oxide memristor model suitable for circuit design and simulation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016
Techniques for Improved Reliability in Memristive Crossbar PUF Circuits.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

Flow-based computing on nanoscale crossbars: Design and implementation of full adders.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015
An extendable multi-purpose 3D neuromorphic fabric using nanoscale memristors.
Proceedings of the 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2015


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