{"id":9983,"date":"2022-09-27T10:29:31","date_gmt":"2022-09-27T14:29:31","guid":{"rendered":"https:\/\/blogs.mathworks.com\/deep-learning\/?p=9983"},"modified":"2024-02-12T20:43:23","modified_gmt":"2024-02-13T01:43:23","slug":"new-ai-examples-in-r2022b","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/deep-learning\/2022\/09\/27\/new-ai-examples-in-r2022b\/","title":{"rendered":"New AI Examples in R2022b"},"content":{"rendered":"There are many new examples for AI in the latest version of MATLAB R2022b. These examples show you how to use the new features, but also guide you in applying machine learning and deep learning to new domains.\r\n
<\/h6>\r\nWe have selected few of the newly-published examples below, and grouped them by feature category. To view all<\/em> the new AI features and examples, go to new machine learning features<\/a> and new deep learning features<\/a>.\r\n
<\/h6>\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
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Low-Code AI<\/h2>\r\n<\/td>\r\n

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AI and Model Training<\/h2>\r\n<\/td>\r\n

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Hardware-Aware AI<\/h2>\r\n<\/td>\r\n<\/tr>\r\n

Use apps to interactively build, train, assess, and compare AI models.<\/td>\r\nDiscovery new algorithms for creating AI models with high prediction accuracy.<\/td>\r\nCreate, optimize, and deploy AI systems to hardware platforms<\/td>\r\n<\/tr>\r\n
Export Image Classification Network from Deep Network Designer to Simulink<\/a><\/td>\r\nTrain Network with Complex-Valued Data<\/a><\/td>\r\nCompress Machine Learning Model for Memory-Limited Hardware<\/a><\/td>\r\n<\/tr>\r\n
\"\"<\/td>\r\n\"\"<\/td>\r\n\"\"<\/td>\r\n<\/tr>\r\n
Visualize and Assess Classifier Performance in Classification Learner<\/a><\/td>\r\nTrain Bayesian Neural Network<\/a><\/td>\r\nCode Generation for Anomaly Detection<\/a><\/td>\r\n<\/tr>\r\n
\"\"<\/td>\r\n\"\"<\/td>\r\n\"\"<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n

AI Applications<\/h2>\r\n

<\/h6>\r\nThe following examples are applying machine learning and deep learning techniques to application-specific workflows.\r\n
<\/h6>\r\n\r\n\r\n\r\n\r\n\r\n\r\n
Predict Battery State of Charge Using Machine Learning<\/a><\/td>\r\nBrain MRI Segmentation Using Pretrained 3-D U-Net Network<\/a><\/td>\r\n<\/tr>\r\n
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\"\"<\/p>\r\n<\/td>\r\n

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\"\"<\/p>\r\n<\/td>\r\n<\/tr>\r\n

Audio-Based Anomaly Detection for Machine Health Monitoring<\/a><\/td>\r\nExplore Fairness Metrics for Credit Scoring Model<\/a><\/td>\r\n<\/tr>\r\n
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\"\"<\/p>\r\n<\/td>\r\n

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\"\"<\/p>\r\n<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\nI hope you found these examples informative and helpful. Which new AI method or workflow are you most eager to try out for your application? Leave us a comment below.\r\n

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There are many new examples for AI in the latest version of MATLAB R2022b. These examples show you how to use the new features, but also guide you in applying machine learning and deep learning to... read more >><\/a><\/p>","protected":false},"author":156,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[9,57,12],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/9983"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/users\/156"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/comments?post=9983"}],"version-history":[{"count":40,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/9983\/revisions"}],"predecessor-version":[{"id":10184,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/9983\/revisions\/10184"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/media?parent=9983"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/categories?post=9983"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/tags?post=9983"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}