--- title: Redundancy in AI: A Hybrid Convolutional Neural Networks... description: A method called redundant execution is proposed to ensure the safety and reliability of AI systems by integrating reliable and non-reliable execution. It... canonical: https://daily.dev/posts/redundancy-in-ai-a-hybrid-convolutional-neural-networks-cnn-approach-to-minimize-computational-over-xkdh4ftaw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Redundancy in AI: A Hybrid Convolutional Neural Networks CNN Approach to Minimize Computational Overhead in Reliable Execution | daily.dev og:description: A method called redundant execution is proposed to ensure the safety and reliability of AI systems by integrating reliable and non-reliable execution. It... og:url: https://daily.dev/posts/redundancy-in-ai-a-hybrid-convolutional-neural-networks-cnn-approach-to-minimize-computational-over-xkdh4ftaw og:image: https://api.daily.dev/og/posts/xKDH4FTAW.png og:image:alt: Redundancy in AI: A Hybrid Convolutional Neural Networks CNN Approach to Minimize Computational Overhead in Reliable Execution og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Redundancy in AI: A Hybrid Convolutional Neural Networks CNN Approach to Minimize Computational Overhead in Reliable Execution **[Machine Learning News](https://daily.dev/sources/mlnews)** · 3 min read · 3 upvotes · 0 comments ## Summary A method called redundant execution is proposed to ensure the safety and reliability of AI systems by integrating reliable and non-reliable execution. It focuses on minimizing computational overhead while optimizing resources. The method uses a hybrid convolutional neural network architecture and demonstrates feasibility through experiments. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#neural-networks](https://daily.dev/tags/neural-networks), [#embedded](https://daily.dev/tags/embedded) [View this post on daily.dev](https://daily.dev/posts/redundancy-in-ai-a-hybrid-convolutional-neural-networks-cnn-approach-to-minimize-computational-over-xkdh4ftaw) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Redundancy in AI: A Hybrid Convolutional Neural Networks CNN Approach to Minimize Computational Overhead in Reliable Execution","url":"https://daily.dev/posts/redundancy-in-ai-a-hybrid-convolutional-neural-networks-cnn-approach-to-minimize-computational-over-xkdh4ftaw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/redundancy-in-ai-a-hybrid-convolutional-neural-networks-cnn-approach-to-minimize-computational-over-xkdh4ftaw"},"datePublished":"2024-05-10T23:29:00.811Z","dateModified":"2024-05-10T23:28:58.762Z","description":"A method called redundant execution is proposed to ensure the safety and reliability of AI systems by integrating reliable and non-reliable execution. 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