Publications by authors named "Bernhard Stampfer"

Article Synopsis
  • Defects in electronic devices are typically seen as negative, but this study shows they can be useful in new computing methods, especially in low-power and noise-resilient systems.
  • The research focuses on using defects in two-dimensional semiconductors to improve a stochastic inference engine, which helps in making more accurate predictions even with noisy data.
  • By exploring the behavior of point defects in WSe FETs, the study demonstrates that these defects can enhance the performance of neuromorphic computing systems in medical image analysis compared to traditional encoders.
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Defects play a pivotal role in limiting the performance and reliability of nanoscale devices. Field-effect transistors (FETs) based on atomically thin two-dimensional (2D) semiconductors such as monolayer MoS are no exception. Probing defect dynamics in 2D FETs is therefore of significant interest.

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Within the last decade, considerable efforts have been devoted to fabricating transistors utilizing 2D semiconductors. Also, small circuits consisting of a few transistors have been demonstrated, including inverters, ring oscillators, and static random access memory cells. However, for industrial applications, both time-zero and time-dependent variability in the performance of the transistors appear critical.

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Miniaturization of metal-oxide-semiconductor field effect transistors (MOSFETs) is typically beneficial for their operating characteristics, such as switching speed and power consumption, but at the same time miniaturization also leads to increased variability among nominally identical devices. Adverse effects due to oxide traps in particular become a serious issue for device performance and reliability. While the average number of defects per device is lower for scaled devices, the impact of the oxide defects is significantly more pronounced than in large area transistors.

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MoS has received a lot of attention lately as a semiconducting channel material for electronic devices, in part due to its large band gap as compared to that of other 2D materials. Yet, the performance and reliability of these devices are still severely limited by defects which act as traps for charge carriers, causing severely reduced mobilities, hysteresis, and long-term drift. Despite their importance, these defects are only poorly understood.

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