Neural Arithmetic Logic Units - YouTube

Deepmind released a paper just a few days ago describing a module for neural networks called the Neural Arithmetic Logic Unit (NALU). Although deep neural networks can learn to represent and manipulate numerical information, they don't generalize well outside of the range of numbers encountered during training.Meaning train it on the numbers 1-10 and it won't be able to count to 11. To improve this ability, the researchers created an architecture that represents numerical quantities as linear activations which are manipulated using primitive arithmetic operators, controlled by learned gates. Its really fascinating stuff, i'll detail how it works in this video. Code for this video:Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here:Twitter: video is apart of my Machine Learning Journey course:Learning Resources:us in the Wizards Slack channel:up for the next course at The School of AI:please support me on Patreon:Signup for my newsletter for exciting updates in the field of AI:the Join button above to sign up to become a member of my channel for access to exclusive content!


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