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Digital and Analog Resistive Switching Behavior in Si-NCs Embedded in a Si/SiO 2 Multilayer Structure for Neuromorphic Systems.

Alfredo Morales-SánchezKarla Esther González-FloresSergio Alfonso Pérez GarcíaSergio González-TorresBlas Garrido-FernándezLuis Hernández-MartínezMario Moreno Moreno
Published in: Nanomaterials (Basel, Switzerland) (2023)
In this work, we report the digital and analog resistive-switching (RS) characteristics in a memristor based on silicon nanocrystals (Si-NCs) integrated into a complementary metal-oxide-semiconductor (MOS) structure. Si-NCs with a diameter of 5.48 ± 1.24 nm embedded in a SiO 2 /Si-NCs/SiO 2 multilayer structure acts as an RS layer. These devices exhibit bipolar RS with an intermediate resistance step during SET and RESET processes, which is believed to lie in the Si-NCs layer acting as charge-trapping nodes. The endurance studies of about 70 DC cycles indicate an ON/OFF ratio of ~10 6 and a retention time larger than 10 4 s. Long-term potentiation (LTP, -2 V) and long-term depression (LTD, +4 V) are obtained by applying consecutive identical pulse voltages of 150 ms duration. The current value gradually increases/decreases (LTP/LTD) as the pulse number increases. Three consecutive identical pulses of -2 V/150 ms (LTP) separated by 5 and 15 min show that the last current value obtained at the end of each pulse train is kept, confirming an analog RS behavior. These characteristics provide a possible way to mimic biological synapse functions for applications in neuromorphic computing in Si-NCs-based CMOS structures.
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