Sparsely-Gated Mixture-of-Experts Paper Review - 18 March, 2022 скачать в хорошем качестве

Sparsely-Gated Mixture-of-Experts Paper Review - 18 March, 2022

Subutai reviews the paper "Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer" and compares it to our dendrites paper "Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments". Paper: https://arxiv.org/abs/1701.06538 Dendrites Paper: https://arxiv.org/abs/2201.00042 - - - - Numenta is leading the new era of machine intelligence. Our deep experience in theoretical neuroscience research has led to tremendous discoveries on how the brain works. We have developed a framework called the Thousand Brains Theory of Intelligence that will be fundamental to advancing the state of artificial intelligence and machine learning. By applying this theory to existing deep learning systems, we are addressing today’s bottlenecks while enabling tomorrow’s applications. Subscribe to our News Digest for the latest news about neuroscience and artificial intelligence: https://numenta.com/news-digest/ Subscribe to our Newsletter for the latest Numenta updates: https://tinyurl.com/NumentaNewsletter Our Social Media:   / numenta     / officialnumenta     / numenta   Our Open Source Resources: https://github.com/numenta https://discourse.numenta.org/ Our Website: https://numenta.com/