Toward machines with brain inspired intelligence: A study on Hierarchical Temporal Memory Technology
Independent thesis Advanced level (professional degree), 20 credits / 30 HE creditsStudent thesis
This Master Thesis has been performed at the Department of Electrical Engineering, Division of Electronic Devices in Linköping University. A study about HTM technology and a technical evaluation of advanced HTM picture recognition has been attained. HTM, which stands for Hierarchical Temporal Memory, is a technology developed by Numenta Inc. based on Jeff Hawkins theory on the brain function. The report includes also some essential facts about the brain for guidelines of engineers to reach a better understanding of the connection between the brain and the technology of HTM. Even if the technique of HTM is still young but the ambition of its developer is to design truly intelligent machines.
Place, publisher, year, edition, pages
Institutionen för systemteknik , 2008. , 65 p.
Hierarchical Temporal Memory, Brain inspired, Neocortex, Intelligent machines
Other Electrical Engineering, Electronic Engineering, Information Engineering
IdentifiersURN: urn:nbn:se:liu:diva-11886ISRN: LiTH-ISY-EX--08/4057--SEOAI: oai:DiVA.org:liu-11886DiVA: diva2:18287
2008-03-19, Systemet, 13:15 (English)