Niels Leadholm on Grid Cells for Visual Object Recognition - December 2, 2020 скачать в хорошем качестве

Niels Leadholm on Grid Cells for Visual Object Recognition - December 2, 2020

Niels Leadholm, a visiting researcher, discusses the research he has done over the course of his time at Numenta. His work builds on and extends the Thousand Brains Theory of Intelligence to the visual domain. Most machine learning networks stumble when integrating sequential samples across an image if the sequence does not follow a stereotyped pattern, while our brain does this effortlessly. In a continuation of the introduction he made during October 5, 2020’s research meeting, Niels explores how grid cell-based path integration in a cortical network can enable reliable recognition of visual objects given an arbitrary sequence of inputs. If you want to follow Niels' work, you can follow him on Twitter (@neuro_AI). Interested in being a visiting researcher at Numenta? Apply to our Visiting Scholar Program here: https://numenta.com/company/careers-a... - - - - 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://tinyurl.com/NumentaNewsDigest 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/