Naveen Kumar, Malkeshkumar Patel, Thanh Tai Nguyen, Junghyun Lee, Chanhyuk Choi, Priyanka Bhatnagar, Joondong Kim
{"title":"利用近距离蒸发转移法制造具有类似神经递质功能的二维-SnS 嵌入肖特基器件,用于光子神经计算","authors":"Naveen Kumar, Malkeshkumar Patel, Thanh Tai Nguyen, Junghyun Lee, Chanhyuk Choi, Priyanka Bhatnagar, Joondong Kim","doi":"10.1002/adma.202411420","DOIUrl":null,"url":null,"abstract":"Neuromorphic computing, which involves the creation of artificial synapses capable of mimicking biological brain activity, has intrigued researchers in the field of artificial intelligence (AI). To advance neuromorphic computing, a highly efficient 2D material‐based artificial synapse capable of performing logical and arithmetic operations must be developed. However, fabricating large, uniform films or high‐quality structures of 2D materials remains challenging because of their multistep and complex fabrication processes. In the present study, to produce large (Ø ≈ 3 in.), uniform, transparent neuromorphic devices, a novel single‐step approach called proximity vapor transfer (PVT) that utilizes van der Waals (vdW) materials is employed. This single‐step technique, which involves the fabrication of vdW materials on various substrates (glass, ITO, AZO, Mo, and Cu), allows control of the thickness and bandgap tunability. The Schottky device developed via the PVT method using vdW SnS with neurotransmitter (acetylcholine)‐like functionality emulates biological synapses and exhibits photoelectronic synaptic behavior with wide‐field‐of‐view synaptic plasticity. In addition, logic gate operations (NOT, OR, AND), reward‐cascade neurotransmission, and imaging can be performed using 3 × 3 arrays of the device. This study represents a significant step toward the development of transparent and large‐area synaptic devices, which are crucial for advancing AI applications.","PeriodicalId":114,"journal":{"name":"Advanced Materials","volume":null,"pages":null},"PeriodicalIF":27.4000,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"2D‐SnS‐Embedded Schottky Device with Neurotransmitter‐Like Functionality Produced Using Proximity Vapor Transfer Method for Photonic Neurocomputing\",\"authors\":\"Naveen Kumar, Malkeshkumar Patel, Thanh Tai Nguyen, Junghyun Lee, Chanhyuk Choi, Priyanka Bhatnagar, Joondong Kim\",\"doi\":\"10.1002/adma.202411420\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Neuromorphic computing, which involves the creation of artificial synapses capable of mimicking biological brain activity, has intrigued researchers in the field of artificial intelligence (AI). To advance neuromorphic computing, a highly efficient 2D material‐based artificial synapse capable of performing logical and arithmetic operations must be developed. However, fabricating large, uniform films or high‐quality structures of 2D materials remains challenging because of their multistep and complex fabrication processes. In the present study, to produce large (Ø ≈ 3 in.), uniform, transparent neuromorphic devices, a novel single‐step approach called proximity vapor transfer (PVT) that utilizes van der Waals (vdW) materials is employed. This single‐step technique, which involves the fabrication of vdW materials on various substrates (glass, ITO, AZO, Mo, and Cu), allows control of the thickness and bandgap tunability. The Schottky device developed via the PVT method using vdW SnS with neurotransmitter (acetylcholine)‐like functionality emulates biological synapses and exhibits photoelectronic synaptic behavior with wide‐field‐of‐view synaptic plasticity. In addition, logic gate operations (NOT, OR, AND), reward‐cascade neurotransmission, and imaging can be performed using 3 × 3 arrays of the device. This study represents a significant step toward the development of transparent and large‐area synaptic devices, which are crucial for advancing AI applications.\",\"PeriodicalId\":114,\"journal\":{\"name\":\"Advanced Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":27.4000,\"publicationDate\":\"2024-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advanced Materials\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://doi.org/10.1002/adma.202411420\",\"RegionNum\":1,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advanced Materials","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.1002/adma.202411420","RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
2D‐SnS‐Embedded Schottky Device with Neurotransmitter‐Like Functionality Produced Using Proximity Vapor Transfer Method for Photonic Neurocomputing
Neuromorphic computing, which involves the creation of artificial synapses capable of mimicking biological brain activity, has intrigued researchers in the field of artificial intelligence (AI). To advance neuromorphic computing, a highly efficient 2D material‐based artificial synapse capable of performing logical and arithmetic operations must be developed. However, fabricating large, uniform films or high‐quality structures of 2D materials remains challenging because of their multistep and complex fabrication processes. In the present study, to produce large (Ø ≈ 3 in.), uniform, transparent neuromorphic devices, a novel single‐step approach called proximity vapor transfer (PVT) that utilizes van der Waals (vdW) materials is employed. This single‐step technique, which involves the fabrication of vdW materials on various substrates (glass, ITO, AZO, Mo, and Cu), allows control of the thickness and bandgap tunability. The Schottky device developed via the PVT method using vdW SnS with neurotransmitter (acetylcholine)‐like functionality emulates biological synapses and exhibits photoelectronic synaptic behavior with wide‐field‐of‐view synaptic plasticity. In addition, logic gate operations (NOT, OR, AND), reward‐cascade neurotransmission, and imaging can be performed using 3 × 3 arrays of the device. This study represents a significant step toward the development of transparent and large‐area synaptic devices, which are crucial for advancing AI applications.
期刊介绍:
Advanced Materials, one of the world's most prestigious journals and the foundation of the Advanced portfolio, is the home of choice for best-in-class materials science for more than 30 years. Following this fast-growing and interdisciplinary field, we are considering and publishing the most important discoveries on any and all materials from materials scientists, chemists, physicists, engineers as well as health and life scientists and bringing you the latest results and trends in modern materials-related research every week.