https://insideainews.com/tag/dnn/ Illuminating AI's Frontiers: Your Go-To News Destination. Fri, 23 Jun 2023 19:41:52 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/dnn/ 32 32 136462205 https://insideainews.com/2023/02/14/ntt-and-the-university-of-tokyo-develop-worlds-first-optical-computing-ai-using-an-algorithm-inspired-by-the-human-brain/ https://insideainews.com/2023/02/14/ntt-and-the-university-of-tokyo-develop-worlds-first-optical-computing-ai-using-an-algorithm-inspired-by-the-human-brain/#respond Tue, 14 Feb 2023 15:00:00 +0000 https://insidebigdata.com/?p=31616 NTT Corporation (President and CEO: Akira Shimada, “NTT”) and the University of Tokyo (Bunkyo-ku, Tokyo, President: Teruo Fujii) have devised a new learning algorithm inspired by the information processing of the brain that is suitable for multi-layered artificial neural networks (DNN) using analog operations. This breakthrough will lead to a reduction in power consumption and computation time for AI.]]> https://insideainews.com/2023/02/14/ntt-and-the-university-of-tokyo-develop-worlds-first-optical-computing-ai-using-an-algorithm-inspired-by-the-human-brain/feed/ 0 31616 https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/ https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/#respond Sat, 09 Apr 2022 13:00:00 +0000 https://insidebigdata.com/?p=28903 In this regular column, we take a look at highlights for important research topics of the day for big data, data science, machine learning, AI and deep learning. It’s important to keep connected with the research arm of the field in order to see where we’re headed. In this edition, we feature a new paper showing that for tabular data, algorithms based on gradient-boosted tree ensembles still outperform the deep learning models. Enjoy!]]> https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/feed/ 0 28903