Advancement in Soft Iontronic Resistive Memory Devices and Their Application for Neuromorphic Computing
The aqueous electrolyte can be a deformable and stretchable liquid material for iontronic resistive memory devices. An aqueous medium makes a device closer to the brain‐like system with the movement of ions. This review paper proposes advances in liquid resistive memories and neuromorphic computing...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2023-02-01
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| Series: | Advanced Intelligent Systems |
| Subjects: | |
| Online Access: | https://doi.org/10.1002/aisy.202200281 |
| _version_ | 1828011749666717696 |
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| author | Muhammad Umair Khan Jungmin Kim Mahesh Y. Chougale Rayyan Ali Shaukat Qazi Muhammad Saqib Swapnil R. Patil Baker Mohammad Jinho Bae |
| author_facet | Muhammad Umair Khan Jungmin Kim Mahesh Y. Chougale Rayyan Ali Shaukat Qazi Muhammad Saqib Swapnil R. Patil Baker Mohammad Jinho Bae |
| author_sort | Muhammad Umair Khan |
| collection | DOAJ |
| description | The aqueous electrolyte can be a deformable and stretchable liquid material for iontronic resistive memory devices. An aqueous medium makes a device closer to the brain‐like system with the movement of ions. This review paper proposes advances in liquid resistive memories and neuromorphic computing behavior to emulate electronic synapses. Primarily, the aqueous iontronic resistive memories can be used to study electrode and active layer materials and different device structures. Hence, herein, a timely and comprehensive study of these devices using ionic liquids, hydrogels, salt solutions, and soft electrodes to classify the device mechanism is presented. The filament formation is discussed in detail based on ion concentration polarization, electrode metallization, and movements of ions and charged molecules, which result in the formation of the metal dendrite. To manufacture a higher‐performance memory, device parameters should be optimized based on aqueous electrolytes, electrode materials, and other device design parameters. Aqueous electrolytes have smooth neurotransmission ability to fabricate brain‐inspired resistive memories with stable performance and device repeatability with smooth ion transmission. Aqueous electrode materials can be reliable for neural interface activities to compute electronic synapsis with electrical and chemical properties to ensure device reliability for a longer time period. |
| first_indexed | 2024-04-10T09:21:05Z |
| format | Article |
| id | doaj.art-a0c8b96e3d0545c2838ef348cdecdafd |
| institution | Directory Open Access Journal |
| issn | 2640-4567 |
| language | English |
| last_indexed | 2024-04-10T09:21:05Z |
| publishDate | 2023-02-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advanced Intelligent Systems |
| spelling | doaj.art-a0c8b96e3d0545c2838ef348cdecdafd2023-02-20T12:54:10ZengWileyAdvanced Intelligent Systems2640-45672023-02-0152n/an/a10.1002/aisy.202200281Advancement in Soft Iontronic Resistive Memory Devices and Their Application for Neuromorphic ComputingMuhammad Umair Khan0Jungmin Kim1Mahesh Y. Chougale2Rayyan Ali Shaukat3Qazi Muhammad Saqib4Swapnil R. Patil5Baker Mohammad6Jinho Bae7Department of Ocean System Engineering Jeju National University 102 Jejudaehakro Jeju 63243 KoreaDepartment of Ocean System Engineering Jeju National University 102 Jejudaehakro Jeju 63243 KoreaDepartment of Ocean System Engineering Jeju National University 102 Jejudaehakro Jeju 63243 KoreaDepartment of Ocean System Engineering Jeju National University 102 Jejudaehakro Jeju 63243 KoreaDepartment of Ocean System Engineering Jeju National University 102 Jejudaehakro Jeju 63243 KoreaDepartment of Ocean System Engineering Jeju National University 102 Jejudaehakro Jeju 63243 KoreaSystem on Chip Lab Department of Electrical Engineering and Computer Science Khalifa University Abu Dhabi 127788 UAEDepartment of Ocean System Engineering Jeju National University 102 Jejudaehakro Jeju 63243 KoreaThe aqueous electrolyte can be a deformable and stretchable liquid material for iontronic resistive memory devices. An aqueous medium makes a device closer to the brain‐like system with the movement of ions. This review paper proposes advances in liquid resistive memories and neuromorphic computing behavior to emulate electronic synapses. Primarily, the aqueous iontronic resistive memories can be used to study electrode and active layer materials and different device structures. Hence, herein, a timely and comprehensive study of these devices using ionic liquids, hydrogels, salt solutions, and soft electrodes to classify the device mechanism is presented. The filament formation is discussed in detail based on ion concentration polarization, electrode metallization, and movements of ions and charged molecules, which result in the formation of the metal dendrite. To manufacture a higher‐performance memory, device parameters should be optimized based on aqueous electrolytes, electrode materials, and other device design parameters. Aqueous electrolytes have smooth neurotransmission ability to fabricate brain‐inspired resistive memories with stable performance and device repeatability with smooth ion transmission. Aqueous electrode materials can be reliable for neural interface activities to compute electronic synapsis with electrical and chemical properties to ensure device reliability for a longer time period.https://doi.org/10.1002/aisy.202200281aqueous electrolytesbrain inspiredionic liquidsneuromorphic computingresistive memory devices |
| spellingShingle | Muhammad Umair Khan Jungmin Kim Mahesh Y. Chougale Rayyan Ali Shaukat Qazi Muhammad Saqib Swapnil R. Patil Baker Mohammad Jinho Bae Advancement in Soft Iontronic Resistive Memory Devices and Their Application for Neuromorphic Computing Advanced Intelligent Systems aqueous electrolytes brain inspired ionic liquids neuromorphic computing resistive memory devices |
| title | Advancement in Soft Iontronic Resistive Memory Devices and Their Application for Neuromorphic Computing |
| title_full | Advancement in Soft Iontronic Resistive Memory Devices and Their Application for Neuromorphic Computing |
| title_fullStr | Advancement in Soft Iontronic Resistive Memory Devices and Their Application for Neuromorphic Computing |
| title_full_unstemmed | Advancement in Soft Iontronic Resistive Memory Devices and Their Application for Neuromorphic Computing |
| title_short | Advancement in Soft Iontronic Resistive Memory Devices and Their Application for Neuromorphic Computing |
| title_sort | advancement in soft iontronic resistive memory devices and their application for neuromorphic computing |
| topic | aqueous electrolytes brain inspired ionic liquids neuromorphic computing resistive memory devices |
| url | https://doi.org/10.1002/aisy.202200281 |
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