Why Does the Neocortex Have Layers and Columns - video demonstration
PLEASE NOTE: This video has been updated since its original posting. You can view the current version, which accompanies the peer-reviewed paper of the same name, at https://youtu.be/BvJJn9VS4rk
This video accompanies the paper titled “Why Does the Neocortex Have Layers and Columns? A Theory of Learning the 3D Structure of the World” by Jeff Hawkins, Subutai Ahmad, and Yuwei Cui. The preprint of the paper is available on bioRxiv: http://www.biorxiv.org/content/early/2017/07/12/162263
It illustrates the inference mechanism described in the paper and introduces the theory of location information, showing how cortical columns can use location information to form robust predictive models of objects.
The video examines how a human recognizes objects just through touch by simulating a hand. Although the video uses touch, the same mechanism can be applied to all sensory modalities.
Видео Why Does the Neocortex Have Layers and Columns - video demonstration канала Numenta
This video accompanies the paper titled “Why Does the Neocortex Have Layers and Columns? A Theory of Learning the 3D Structure of the World” by Jeff Hawkins, Subutai Ahmad, and Yuwei Cui. The preprint of the paper is available on bioRxiv: http://www.biorxiv.org/content/early/2017/07/12/162263
It illustrates the inference mechanism described in the paper and introduces the theory of location information, showing how cortical columns can use location information to form robust predictive models of objects.
The video examines how a human recognizes objects just through touch by simulating a hand. Although the video uses touch, the same mechanism can be applied to all sensory modalities.
Видео Why Does the Neocortex Have Layers and Columns - video demonstration канала Numenta
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Numenta: Intro to our ApplicationsNumenta News: November 2016Online learningHTM Studio Walk-ThroughHTM Studio Isolating Data Sources TutorialHTM Studio Date / Time Format TutorialGetting Started With Numenta TechnologyGrok interview with Numenta - October 2016Numenta: Intro to our TechnologySequence MemoryNAB Competition Final CountdownIntro to the Numenta Anomaly Benchmark (NAB)Understanding Cortical Principles and Building Intelligent MachinesNumenta News: October 2016Numenta News - Year in Review: 2017A Theory of How Columns in the Neocortex Enable Learning the Structure of the WorldNumenta: Our StoryJeff Hawkins - ISCA Keynote, June 11, 2012Numenta Research: Key Discoveries in Understanding How the Brain WorksModeling Data Streams Using Sparse Distributed RepresentationsThe Biological Path Towards Strong AI by Matt Taylor from Numenta (AI Singapore Meetup)