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Naji, M. |
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Motta, Antonella |
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Aletan, Dirar |
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Mohamed, Tarek |
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Ertürk, Emre |
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Taccardi, Nicola |
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Kononenko, Denys |
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Petrov, R. H. | Madrid |
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Alshaaer, Mazen | Brussels |
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Bih, L. |
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Casati, R. |
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Muller, Hermance |
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Kočí, Jan | Prague |
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Šuljagić, Marija |
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Kalteremidou, Kalliopi-Artemi | Brussels |
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Azam, Siraj |
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Ospanova, Alyiya |
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Blanpain, Bart |
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Ali, M. A. |
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Popa, V. |
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Rančić, M. |
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Ollier, Nadège |
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Azevedo, Nuno Monteiro |
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Landes, Michael |
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Rignanese, Gian-Marco |
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Tseng, Tseung-Yuen
in Cooperation with on an Cooperation-Score of 37%
Topics
Publications (14/14 displayed)
- 2022Flower-like nanosheets FeCo2O4 for application in supercapacitor and dye-sensitized solar cellcitations
- 2021Synaptic behaviour of TiO x/HfO2RRAM enhanced by inserting ultrathin Al2O3layer for neuromorphic computingcitations
- 2021Transformation of digital to analog switching in TaO x -based memristor device for neuromorphic applicationscitations
- 2021Transformation of digital to analog switching in TaOx-based memristor device for neuromorphic applicationscitations
- 2020Facile and One-Step in Situ Synthesis of Pure Phase Mesoporous Li2MnSiO4/CNTs Nanocomposite for Hybrid Supercapacitorscitations
- 2020The synergistic effect of iron cobaltite compare to its single oxides as cathode in supercapacitorcitations
- 2020Barrier layer induced switching stability in Ga:ZnO nanorods based electrochemical metallization memorycitations
- 2019Synthesis of Free-Standing Flexible rGO/MWCNT Films for Symmetric Supercapacitor Applicationcitations
- 2018The impact of TiW barrier layer thickness dependent transition from electro-chemical metallization memory to valence change memory in ZrO 2 -based resistive switching random access memory devicescitations
- 2018The impact of TiW barrier layer thickness dependent transition from electro-chemical metallization memory to valence change memory in ZrO2-based resistive switching random access memory devicescitations
- 2018Controlled resistive switching characteristics of ZrO2-based electrochemical metallization memory devices by modifying the thickness of the metal barrier layercitations
- 2017Peroxide induced volatile and non-volatile switching behavior in ZnO-based electrochemical metallization memory cellcitations
- 2017Ternary Au/ZnO/rGO nanocomposites electrodes for high performance electrochemical storage devicescitations
- 2014Forming-free bipolar resistive switching in nonstoichiometric ceria filmscitations
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article
Transformation of digital to analog switching in TaOx-based memristor device for neuromorphic applications
Abstract
<p>An oxidizable metal diffusion barrier inserted between the active metal electrode and the switching layer decreases the electroforming voltage and enhances the switching stability and synaptic performances in TaOx-based conducting bridge memristor devices. The TiW barrier layer avoids an excessive metal ion diffusion into the switching layer, while the TiWOx interfacial layer is formed between the barrier and the switching layer. It modulates the oxygen vacancy distribution at the top interface and contributes to the formation and rupture of the metal ion-oxygen vacancy hybrid conducting bridge. We observe that the device that relies upon non-hybrid (metal ions only) conducting bridge suffers from poor analogous performance. Meanwhile, the device made with the barrier layer is capable of providing 2-bit memory and robust 50 stable epochs. TaOx also acts as resistance for suppressing and a thermal enhancement layer, which helps to minimize overshooting current. The enhanced analog device with high linear weight update shows multilevel cell characteristics and stable 50 epochs. To validate the neuromorphic characteristic of the devices, a simulated neural network of 100 synapses is used to recognize 10 x 10 pixel images.</p>