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In particular, memristor\u2010based bionic tactile devices have attracted considerable attention due to their exceptional characteristics of high flexibility, low power consumption, and adaptability. These devices provide advanced wearability and high\u2010precision tactile sensing capabilities, thus emerging as an important research area within bioinspired electronics. This paper delves into the integration of memristors with other sensing and controlling systems and offers a comprehensive analysis of the recent research advancements in memristor\u2010based bionic tactile devices. These advancements incorporate artificial nociceptors and flexible electronic skin (e\u2010skin) into the category of bio\u2010inspired sensors equipped with capabilities for sensing, processing, and responding to stimuli, which are expected to catalyze revolutionary changes in human\u2010computer interaction. Finally, this review discusses the challenges faced by memristor\u2010based bionic tactile devices in terms of material selection, structural design, and sensor signal processing for the development of artificial intelligence. Additionally, it also outlines future research directions and application prospects of these devices, while proposing feasible solutions to address the identified challenges.<\/jats:p>","DOI":"10.1002\/smll.202308918","type":"journal-article","created":{"date-parts":[[2023,12,27]],"date-time":"2023-12-27T10:46:53Z","timestamp":1703674013000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":45,"title":["Memristor\u2010Based Bionic Tactile Devices: Opening the Door for Next\u2010Generation Artificial Intelligence"],"prefix":"10.1002","volume":"20","author":[{"given":"Chuan","family":"Yang","sequence":"first","affiliation":[{"name":"School of Physical Science and Technology Key Laboratory of Advanced Technology of Materials Southwest Jiaotong University  Chengdu Sichuan 610031 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongyan","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Physical Science and Technology Key Laboratory of Advanced Technology of Materials Southwest Jiaotong University  Chengdu Sichuan 610031 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zelin","family":"Cao","sequence":"additional","affiliation":[{"name":"Frontier Institute of Science and Technology (FIST) Xi'an Jiaotong University  Xi'an Shaanxi 710049 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoliang","family":"Chen","sequence":"additional","affiliation":[{"name":"Frontier Institute of Science and Technology (FIST) Xi'an Jiaotong University  Xi'an Shaanxi 710049 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangdong","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Artificial Intelligence Brain\u2010inspired Computing &amp; Intelligent Control of Chongqing Key Lab Southwest University  Chongqing 400715 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongbin","family":"Zhao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Advanced Materials for Smart Sensing General Research Institute for Nonferrous Metals  Beijing 100088 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenhua","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering Shanghai Jiao Tong University  800 DongChuan Rd Shanghai 200240 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yong","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Physical Science and Technology Key Laboratory of Advanced Technology of Materials Southwest Jiaotong University  Chengdu Sichuan 610031 China"},{"name":"Fujian Provincial Collaborative Innovation Center for Advanced High\u2010Field Superconducting Materials and Engineering Fujian Normal University  Fuzhou Fujian 350117 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5840-509X","authenticated-orcid":false,"given":"Bai","family":"Sun","sequence":"additional","affiliation":[{"name":"Frontier Institute of Science and Technology (FIST) Xi'an Jiaotong University  Xi'an Shaanxi 710049 China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2023,12,27]]},"reference":[{"key":"e_1_2_6_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCT.1971.1083337"},{"key":"e_1_2_6_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1976.10092"},{"key":"e_1_2_6_3_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature06932"},{"key":"e_1_2_6_4_1","first-page":"45","volume":"6","author":"Yi S.","year":"2023","journal-title":"Nat. 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