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For bioinspired artificial systems, this suggests the need to develop concepts that transduce various stimuli into electrical intermediates for recognition. Inspired by biological magnetoreception in elasmobranchs, which sense magnetic environmental profiles for navigation, we introduce an artificial sensory transduction system for magnetic profile recognition of objects using electromagnetic induction to generate electrical intermediate signaling, coupled with machine learning for decoding. We design moldable magnetic soft composites (MSCs) comprising magnetic particles in a zwitterionic polymer matrix, encoding with both static (shape, rheology, and magnetization) and dynamic (magnetization decay) multidimensional features. Upon translocation through a receiving coil, MSCs generate distinct transient induced electrical signals. Machine learning algorithms decode the static and dynamic information with \u223c100% and 87.5% recognition accuracy, respectively, with a recognition strength of 3 bits and a large information\u2010carrying capacity of 10\n                    <jats:sup>62<\/jats:sup>\n                    \u201310\n                    <jats:sup>934<\/jats:sup>\n                    possible encoded states. We suggest that electromagnetic induction in soft composites is a useful and generalizable concept for sensory transduction in emerging adaptive dissipative bioinspired materials, haptic systems, and soft robotics.\n                  <\/jats:p>","DOI":"10.1002\/adma.202515994","type":"journal-article","created":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T03:48:01Z","timestamp":1774583281000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Bioinspired Sensory Transduction for Magnetic Profile Recognition and Encryption"],"prefix":"10.1002","volume":"38","author":[{"given":"Ziyue","family":"Miao","sequence":"first","affiliation":[{"name":"College of Smart Materials and Future Energy State Key Laboratory of Coatings for Advanced Equipment and Advanced Coating Research Center of Ministry of Education of China Fudan University  Shanghai China"},{"name":"Department of Applied Physics Aalto University  Aalto Finland"},{"name":"Shenzhen Institutes of Advanced Technology Chinese Academy of Sciences  Shenzhen China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xichen","family":"Hu","sequence":"additional","affiliation":[{"name":"College of Smart Materials and Future Energy State Key Laboratory of Coatings for Advanced Equipment and Advanced Coating Research Center of Ministry of Education of China Fudan University  Shanghai China"},{"name":"Department of Applied Physics Aalto University  Aalto Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kai","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Applied Physics Aalto University  Aalto Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shanming","family":"Hu","sequence":"additional","affiliation":[{"name":"Department of Applied Physics Aalto University  Aalto Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guihua","family":"Yan","sequence":"additional","affiliation":[{"name":"Department of Applied Physics Aalto University  Aalto Finland"},{"name":"College of Environmental Engineering Henan University of Technology  Zhengzhou China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongwei","family":"Tan","sequence":"additional","affiliation":[{"name":"Department of Applied Physics Aalto University  Aalto Finland"},{"name":"Max Planck Institute for Polymer Research  Mainz Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Olli","family":"Ikkala","sequence":"additional","affiliation":[{"name":"Department of Applied Physics Aalto University  Aalto Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhong\u2010Peng","family":"Lv","sequence":"additional","affiliation":[{"name":"Department of Applied Physics Aalto University  Aalto Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1078-4465","authenticated-orcid":false,"given":"Bo","family":"Peng","sequence":"additional","affiliation":[{"name":"College of Smart Materials and Future Energy State Key Laboratory of Coatings for Advanced Equipment and Advanced Coating Research Center of Ministry of Education of China Fudan University  Shanghai China"},{"name":"Department of Applied Physics Aalto University  Aalto Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,3,26]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/nmat4089"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2009.0011"},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586\u2010020\u20102331\u20108"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41563\u2010021\u201001135\u20108"},{"key":"e_1_2_10_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/nmat3115"},{"key":"e_1_2_10_7_1","first-page":"371","volume-title":"Medical Physiology: A Cellular and Molecular Approach","author":"Connors B. 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