{"id":208707,"date":"2025-03-14T14:03:42","date_gmt":"2025-03-14T19:03:42","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/03\/incipient-ferroelectricity-turns-field-effect-transistors-into-efficient-neuron-like-devices"},"modified":"2025-03-14T14:03:42","modified_gmt":"2025-03-14T19:03:42","slug":"incipient-ferroelectricity-turns-field-effect-transistors-into-efficient-neuron-like-devices","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/03\/incipient-ferroelectricity-turns-field-effect-transistors-into-efficient-neuron-like-devices","title":{"rendered":"\u201cIncipient Ferroelectricity\u201d Turns Field-Effect Transistors into Efficient Neuron-Like Devices"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/incipient-ferroelectricity-turns-field-effect-transistors-into-efficient-neuron-like-devices.jpg\"><\/a><\/p>\n<p>\u201c\u2018Incipient ferroelectricity\u2019 means there\u2019s no stable ferroelectric order at room temperature,\u201d lead author Dipanjan Sen explains of the property that the team investigated. \u201cInstead, there are small, scattered clusters of polar domains. It\u2019s a more flexible structure compared to traditional ferroelectric materials.\u201d<\/p>\n<p>Typically, the \u201crelaxor\u201d behavior of incipient ferroelectric materials at room temperature is a drawback, making their operation less predictable and more fluid \u2014 but the team\u2019s breakthrough was to approach it as an advantage instead, showing how it could be of use in devices like neuromorphic processors that increase machine learning and artificial intelligence performance by processing information like the neurons in the human brain.<\/p>\n<p>\u201cTo test this,\u201d co-author Mayukh Das says, \u201cwe performed a classification task using a grid of three-by-three pixel images fed into three artificial neurons. The devices were able to classify each image into different categories. This learning method could eventually be used for image identification and classification or pattern recognition. Importantly, it works at room temperature, reducing energy costs. These devices function similarly to the nervous system, acting like neurons and creating a low-cost, efficient computing system that uses a lot less energy.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201c\u2018Incipient ferroelectricity\u2019 means there\u2019s no stable ferroelectric order at room temperature,\u201d lead author Dipanjan Sen explains of the property that the team investigated. \u201cInstead, there are small, scattered clusters of polar domains. It\u2019s a more flexible structure compared to traditional ferroelectric materials.\u201d Typically, the \u201crelaxor\u201d behavior of incipient ferroelectric materials at room temperature is a [\u2026]<\/p>\n","protected":false},"author":732,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1635,6],"tags":[],"class_list":["post-208707","post","type-post","status-publish","format-standard","hentry","category-materials","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/208707","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/732"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=208707"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/208707\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=208707"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=208707"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=208707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}