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physics.app-ph2024
Ultrafast Reservoir Computing based on Nonlinear Nanomechanical Resonators at Ambient Conditions
Enise Kartal, Yunus Selcuk, Batuhan E. Kaynak +3
Reservoir computing offers an energy-efficient alternative to deep neural networks (DNNs) by replacing complex hidden layers with a fixed nonlinear system and training only the fin…
physics.app-ph2023★ 1 cited
Atmospheric Pressure Mass Spectrometry by Single-Mode Nanoelectromechanical Systems
Batuhan E. Kaynak, Mohammed Alkhaled, Enise Kartal +2
Weighing particles above MegaDalton mass range has been a persistent challenge in commercial mass spectrometry. Recently, nanoelectromechanical systems-based mass spectrometry (NEM…