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Leonetti G, Fretto M, Pirri FC, De Leo N, Valov I, Milano G. Effect of electrode materials on resistive switching behaviour of NbO x-based memristive devices. Sci Rep 2023; 13:17003. [PMID: 37813937 PMCID: PMC10562416 DOI: 10.1038/s41598-023-44110-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 10/03/2023] [Indexed: 10/11/2023] Open
Abstract
Memristive devices that rely on redox-based resistive switching mechanism have attracted great attention for the development of next-generation memory and computing architectures. However, a detailed understanding of the relationship between involved materials, interfaces, and device functionalities still represents a challenge. In this work, we analyse the effect of electrode metals on resistive switching functionalities of NbOx-based memristive cells. For this purpose, the effect of Au, Pt, Ir, TiN, and Nb top electrodes was investigated in devices based on amorphous NbOx grown by anodic oxidation on a Nb substrate exploited also as counter electrode. It is shown that the choice of the metal electrode regulates electronic transport properties of metal-insulator interfaces, strongly influences the electroforming process, and the following resistive switching characteristics. Results show that the electronic blocking character of Schottky interfaces provided by Au and Pt metal electrodes results in better resistive switching performances. It is shown that Pt represents the best choice for the realization of memristive cells when the NbOx thickness is reduced, making possible the realization of memristive cells characterised by low variability in operating voltages, resistance states and with low device-to-device variability. These results can provide new insights towards a rational design of redox-based memristive cells.
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Affiliation(s)
- Giuseppe Leonetti
- Department of Applied Science and Technology (DISAT), Politecnico di Torino, C.So Duca Degli Abruzzi 24, 10129, Turin, Italy
| | - Matteo Fretto
- Advanced Materials Metrology and Life Sciences Division, Istituto Nazionale Di Ricerca Metrologica (INRiM), Strada Delle Cacce 91, 10135, Turin, Italy
| | - Fabrizio Candido Pirri
- Department of Applied Science and Technology (DISAT), Politecnico di Torino, C.So Duca Degli Abruzzi 24, 10129, Turin, Italy
| | - Natascia De Leo
- Advanced Materials Metrology and Life Sciences Division, Istituto Nazionale Di Ricerca Metrologica (INRiM), Strada Delle Cacce 91, 10135, Turin, Italy
| | - Ilia Valov
- Institute of Electrochemistry and Energy System, Forschungszentrum Jülich, WilhelmJohnen-Straße, 52428, Jülich, Germany.
- "Acad. Evgeni Budevski" IEE-BAS, Bulgarian Academy of Sciences (BAS), Acad. G. Bonchev Str, Block 10, 1113, Sofia, Bulgaria.
| | - Gianluca Milano
- Advanced Materials Metrology and Life Sciences Division, Istituto Nazionale Di Ricerca Metrologica (INRiM), Strada Delle Cacce 91, 10135, Turin, Italy.
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Leonetti G, Fretto M, Bejtka K, Olivetti ES, Pirri FC, De Leo N, Valov I, Milano G. Resistive switching and role of interfaces in memristive devices based on amorphous NbO x grown by anodic oxidation. Phys Chem Chem Phys 2023; 25:14766-14777. [PMID: 37145117 DOI: 10.1039/d3cp01160g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Memristive devices based on the resistive switching mechanism are continuously attracting attention in the framework of neuromorphic computing and next-generation memory devices. Here, we report on a comprehensive analysis of the resistive switching properties of amorphous NbOx grown by anodic oxidation. Besides a detailed chemical, structural and morphological analysis of the involved materials and interfaces, the mechanism of switching in Nb/NbOx/Au resistive switching cells is discussed by investigating the role of metal-metal oxide interfaces in regulating electronic and ionic transport mechanisms. The resistive switching was found to be related to the formation/rupture of conductive nanofilaments in the NbOx layer under the action of an applied electric field, facilitated by the presence of an oxygen scavenger layer at the Nb/NbOx interface. Electrical characterization including device-to-device variability revealed an endurance >103 full-sweep cycles, retention >104 s, and multilevel capabilities. Furthermore, the observation of quantized conductance supports the physical mechanism of switching based on the formation of atomic-scale conductive filaments. Besides providing new insights into the switching properties of NbOx, this work also highlights the perspective of anodic oxidation as a promising method for the realization of resistive switching cells.
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Affiliation(s)
- Giuseppe Leonetti
- Politecnico di Torino, Department of Applied Science and Technology (DISAT), C.so Duca degli Abruzzi 24, 10129, Turin, Italy
| | - Matteo Fretto
- Istituto Nazionale di Ricerca Metrologica (INRiM), Advanced Materials Metrology and Life Science, Strada delle cacce 91, 10135 Turin, Italy.
| | - Katarzyna Bejtka
- Politecnico di Torino, Department of Applied Science and Technology (DISAT), C.so Duca degli Abruzzi 24, 10129, Turin, Italy
| | - Elena Sonia Olivetti
- Istituto Nazionale di Ricerca Metrologica (INRiM), Advanced Materials Metrology and Life Science, Strada delle cacce 91, 10135 Turin, Italy.
| | - Fabrizio Candido Pirri
- Politecnico di Torino, Department of Applied Science and Technology (DISAT), C.so Duca degli Abruzzi 24, 10129, Turin, Italy
| | - Natascia De Leo
- Istituto Nazionale di Ricerca Metrologica (INRiM), Advanced Materials Metrology and Life Science, Strada delle cacce 91, 10135 Turin, Italy.
| | - Ilia Valov
- Juelich, Institute of Electrochemistry and Energy System, Germany
- Acad. Evgeni Budevski (IEE-BAS, Bulgarian Academy of Sciences (BAS), Acad. G. Bonchev Str., Block 10, 1113 Sofia, Bulgaria
| | - Gianluca Milano
- Istituto Nazionale di Ricerca Metrologica (INRiM), Advanced Materials Metrology and Life Science, Strada delle cacce 91, 10135 Turin, Italy.
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Zahoor F, Hussin FA, Isyaku UB, Gupta S, Khanday FA, Chattopadhyay A, Abbas H. Resistive random access memory: introduction to device mechanism, materials and application to neuromorphic computing. DISCOVER NANO 2023; 18:36. [PMID: 37382679 PMCID: PMC10409712 DOI: 10.1186/s11671-023-03775-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 01/17/2023] [Indexed: 06/30/2023]
Abstract
The modern-day computing technologies are continuously undergoing a rapid changing landscape; thus, the demands of new memory types are growing that will be fast, energy efficient and durable. The limited scaling capabilities of the conventional memory technologies are pushing the limits of data-intense applications beyond the scope of silicon-based complementary metal oxide semiconductors (CMOS). Resistive random access memory (RRAM) is one of the most suitable emerging memory technologies candidates that have demonstrated potential to replace state-of-the-art integrated electronic devices for advanced computing and digital and analog circuit applications including neuromorphic networks. RRAM has grown in prominence in the recent years due to its simple structure, long retention, high operating speed, ultra-low-power operation capabilities, ability to scale to lower dimensions without affecting the device performance and the possibility of three-dimensional integration for high-density applications. Over the past few years, research has shown RRAM as one of the most suitable candidates for designing efficient, intelligent and secure computing system in the post-CMOS era. In this manuscript, the journey and the device engineering of RRAM with a special focus on the resistive switching mechanism are detailed. This review also focuses on the RRAM based on two-dimensional (2D) materials, as 2D materials offer unique electrical, chemical, mechanical and physical properties owing to their ultrathin, flexible and multilayer structure. Finally, the applications of RRAM in the field of neuromorphic computing are presented.
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Affiliation(s)
- Furqan Zahoor
- School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore
| | - Fawnizu Azmadi Hussin
- Department of Electrical and Electronics Engineering, Universiti Teknologi Petronas, Seri Iskandar, Malaysia
| | - Usman Bature Isyaku
- Department of Electrical and Electronics Engineering, Universiti Teknologi Petronas, Seri Iskandar, Malaysia
| | - Shagun Gupta
- School of Electronics and Communication Engineering, Shri Mata Vaishno Devi University, Katra, India
| | - Farooq Ahmad Khanday
- Department of Electronics & Instrumentation Technology, University of Kashmir, Srinagar, India
| | - Anupam Chattopadhyay
- School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore
| | - Haider Abbas
- Division of Material Science and Engineering, Hanyang University, Seoul, South Korea
- School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore
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Zhou Y, Zhao X, Chen J, Gao M, He Z, Wang S, Wang C. Ternary Flash Memory with a Carbazole-Based Conjugated Copolymer: WS 2 Composites as Active Layers. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2022; 38:3113-3121. [PMID: 35239348 DOI: 10.1021/acs.langmuir.1c03089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
For nonvolatile memory devices, the design and synthesis of their substrate materials are very important. Due to the versatility and large-area fabrication of the low-temperature spin coating process, organic/inorganic nanomaterials as active layers of memory devices have been deeply studied. Inorganic nanoparticles can engage in interactions with polymers via external voltage. WS2 NPs have a large specific surface area and good conductivity. They can be used as the charge trap center in the active layer, which is conducive to the charge transfer in the active layer. Poly[2,7-9-(9-heptadecanyl)-9H-carbazole-co-benzo[4,5] imidazole[2,1-α] isoindol-11-one] (PIIO) was synthesized via the Suzuki coupling reaction. ITO/PIIO/Al and ITO/PIIO:WS2 NP/Al devices were prepared by the spin coating method and vacuum evaporation technology. All devices showed tristable switching behavior. The influence of the WS2 mass fraction on memory performance was studied. The device composite with 6 wt % WS2 NPs showed the best storage features. The OFF/ON1/ON2 current ratio was 1: 1.11 × 101: 2.03 × 104, and the threshold voltage Vth1/Vth2 was -0.60 V/-1.05 V. The device is steady for 12,000 s in three states-high-resistance state (HRS), intermediate state (IRS), and low-resistance state (LRS). After reading 3500 times, the switch-state current displayed no obvious attenuation. This work shows that the polymer and its composites have broad prospects in next-generation nonvolatile storage.
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Affiliation(s)
- Yijia Zhou
- School of Chemical Engineering and Materials, Heilongjiang University, Harbin 150080, P. R. China
| | - Xiaofeng Zhao
- School of Electronic Engineering, Heilongjiang University, Harbin 150080, P. R. China
| | - Jiangshan Chen
- Institute of Polymer Optoelectronic Materials and Devices, State Key Laboratory of Luminescent Materials and Devices, South China University of Technology, Guangzhou 510640, P. R. China
| | - Meng Gao
- School of Chemical Engineering and Materials, Heilongjiang University, Harbin 150080, P. R. China
| | - Zhaohua He
- School of Chemical Engineering and Materials, Heilongjiang University, Harbin 150080, P. R. China
| | - Shuhong Wang
- School of Chemical Engineering and Materials, Heilongjiang University, Harbin 150080, P. R. China
| | - Cheng Wang
- School of Chemical Engineering and Materials, Heilongjiang University, Harbin 150080, P. R. China
- South China Advanced Institute for Soft Matter Science and Technology, South China University of Technology, Guangzhou 510640, P. R. China
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Carlos E, Branquinho R, Martins R, Kiazadeh A, Fortunato E. Recent Progress in Solution-Based Metal Oxide Resistive Switching Devices. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2021; 33:e2004328. [PMID: 33314334 DOI: 10.1002/adma.202004328] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 09/08/2020] [Indexed: 06/12/2023]
Abstract
Metal oxide resistive switching memories have been a crucial component for the requirements of the Internet of Things, which demands ultra-low power and high-density devices with new computing principles, exploiting low cost green products and technologies. Most of the reported resistive switching devices use conventional methods (physical and chemical vapor deposition), which are quite expensive due to their up-scale production. Solution-processing methods have been improved, being now a reliable technology that offers many advantages for resistive random-access memory (RRAM) such as high versatility, large area uniformity, transparency, low-cost and a simple fabrication of two-terminal structures. Solution-based metal oxide RRAM devices are emergent and promising non-volatile memories for future electronics. In this review, a brief history of non-volatile memories is highlighted as well as the present status of solution-based metal oxide resistive random-access memory (S-RRAM). Then, a focus on describing the solution synthesis parameters of S-RRAMs which induce a massive influence in the overall performance of these devices is discussed. Next, a precise analysis is performed on the metal oxide thin film and electrode interface and the recent advances on S-RRAM that will allow their large-area manufacturing. Finally, the figures of merit and the main challenges in S-RRAMs are discussed and future trends are proposed.
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Affiliation(s)
- Emanuel Carlos
- CENIMAT/i3N Departamento de Ciência dos Materiais, Faculdade de Ciências e Tecnologia (FCT), Universidade NOVA de Lisboa (UNL), and CEMOP/UNINOVA, Caparica, 2829-516, Portugal
| | - Rita Branquinho
- CENIMAT/i3N Departamento de Ciência dos Materiais, Faculdade de Ciências e Tecnologia (FCT), Universidade NOVA de Lisboa (UNL), and CEMOP/UNINOVA, Caparica, 2829-516, Portugal
| | - Rodrigo Martins
- CENIMAT/i3N Departamento de Ciência dos Materiais, Faculdade de Ciências e Tecnologia (FCT), Universidade NOVA de Lisboa (UNL), and CEMOP/UNINOVA, Caparica, 2829-516, Portugal
| | - Asal Kiazadeh
- CENIMAT/i3N Departamento de Ciência dos Materiais, Faculdade de Ciências e Tecnologia (FCT), Universidade NOVA de Lisboa (UNL), and CEMOP/UNINOVA, Caparica, 2829-516, Portugal
| | - Elvira Fortunato
- CENIMAT/i3N Departamento de Ciência dos Materiais, Faculdade de Ciências e Tecnologia (FCT), Universidade NOVA de Lisboa (UNL), and CEMOP/UNINOVA, Caparica, 2829-516, Portugal
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Kukli K, Kemell M, Heikkilä MJ, Castán H, Dueñas S, Mizohata K, Ritala M, Leskelä M. Silicon oxide-niobium oxide mixture films and nanolaminates grown by atomic layer deposition from niobium pentaethoxide and hexakis(ethylamino) disilane. NANOTECHNOLOGY 2020; 31:195713. [PMID: 31978899 DOI: 10.1088/1361-6528/ab6fd6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Amorphous SiO2-Nb2O5 nanolaminates and mixture films were grown by atomic layer deposition. The films were grown at 300 °C from Nb(OC2H5)5, Si2(NHC2H5)6, and O3 to thicknesses ranging from 13 to 130 nm. The niobium to silicon atomic ratio was varied in the range of 0.11-7.20. After optimizing the composition, resistive switching properties could be observed in the form of characteristic current-voltage behavior. Switching parameters in the conventional regime were well defined only in a SiO2:Nb2O5 mixture at certain, optimized, composition with Nb:Si atomic ratio of 0.13, whereas low-reading voltage measurements allowed recording memory effects in a wider composition range.
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Affiliation(s)
- Kaupo Kukli
- Department of Chemistry, University of Helsinki, PO Box 55, FI-00014 Helsinki, Finland
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Dinu M, Braic L, Padmanabhan SC, Morris MA, Titorencu I, Pruna V, Parau A, Romanchikova N, Petrik LF, Vladescu A. Characterization of electron beam deposited Nb 2O 5 coatings for biomedical applications. J Mech Behav Biomed Mater 2019; 103:103582. [PMID: 32090911 DOI: 10.1016/j.jmbbm.2019.103582] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 11/30/2019] [Accepted: 12/03/2019] [Indexed: 12/13/2022]
Abstract
Niobium oxide coatings deposited on Ti6Al4V substrates by electron beam deposition and annealed in air at 600 °C and 800 °C were evaluated for their suitability towards dental, maxillofacial or orthopaedic implant applications. A detailed physico-chemical properties investigation was carried out in order to determine their elemental and phase composition, surface morphology and roughness, mechanical properties, wettability, and corrosion resistance in simulated body fluid solution (pH = 7.4) at room temperature. The biocompatibility of the bare Ti6Al4V substrate and coated surfaces was evaluated by testing the cellular adhesion and viability/proliferation of human osteosarcoma cells (MG-63) after 72 h of incubation. The coatings annealed at 800 °C exhibit more phase pure nanocrystalline Nb2O5 surfaces with enhanced wettability, reduced porosity and enhanced corrosion resistance properties making them good candidate for dental, maxillofacial or orthopaedic implant applications.
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Affiliation(s)
- Mihaela Dinu
- National Institute of Research and Development for Optoelectronics INOE 2000, 409 Atomistilor St., Magurele, Romania
| | - Laurentiu Braic
- National Institute of Research and Development for Optoelectronics INOE 2000, 409 Atomistilor St., Magurele, Romania.
| | - Sibu C Padmanabhan
- University College Cork, Department of Chemistry, College Road, Cork, Ireland; Advanced Materials and BioEngineering Research (AMBER), Trinity College Dublin, College Green, Dublin 2, Ireland
| | - Michael A Morris
- University College Cork, Department of Chemistry, College Road, Cork, Ireland; Advanced Materials and BioEngineering Research (AMBER), Trinity College Dublin, College Green, Dublin 2, Ireland
| | - Irina Titorencu
- Institute of Cellular Biology and Pathology "Nicolae Simionescu" of the Romanian Academy, 8 B.P. Hasdeu, 050568, Bucharest, Romania
| | - Vasile Pruna
- Institute of Cellular Biology and Pathology "Nicolae Simionescu" of the Romanian Academy, 8 B.P. Hasdeu, 050568, Bucharest, Romania
| | - Anca Parau
- National Institute of Research and Development for Optoelectronics INOE 2000, 409 Atomistilor St., Magurele, Romania
| | | | - Leslie F Petrik
- University of the Western Cape, Department of Chemistry, Robert Sobukwe Road, Bellville, Cape Town, South Africa
| | - Alina Vladescu
- National Institute of Research and Development for Optoelectronics INOE 2000, 409 Atomistilor St., Magurele, Romania; National Research Tomsk Polytechnic University, 43 Lenin Avenue, 634050, Tomsk, Russia
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Cheong S, Kim Y, Kwon T, Kim BJ, Cho J. Inorganic nanoparticle multilayers using photo-crosslinking layer-by-layer assembly and their applications in nonvolatile memory devices. NANOSCALE 2013; 5:12356-12364. [PMID: 24162469 DOI: 10.1039/c3nr04547a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
We introduce a general and facile method for the preparation of organic/inorganic nanoparticle (NP) nanocomposite multilayer films that allows vertical growth of various NP layers (i.e., metal or transition metal oxide NPs) in a densely packed structure. Our approach is based on the successive photo-crosslinking layer-by-layer (LbL) assembly between hydrophobic ligands onto a NP surface and photoinitiator (PI) molecules. Therefore, our approach requires neither the additional surface modification needed for well-defined NPs synthesized in organic media nor the deposition step that inserts a polymer layer bridge between adjacent inorganic NP layers in the preparation of traditional LbL-assembled NP films. We also demonstrate that photo-crosslinking LbL-assembled (metal oxide NP)n films could be used as a nonvolatile memory layer without a high-temperature thermal treatment, unlike conventional vacuum-deposition- or sol-gel-derived memory devices, which require thermal treatments at temperatures greater than 200 °C. This robust method could open a facile route for the design of functional NP-based electronic devices.
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Affiliation(s)
- Sanghyuk Cheong
- Department of Chemical and Biological Engineering, Korea University, Anam-dong, Seongbuk-gu, Seoul 136-713, Korea.
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