A Perspective on Neuromorphic HTM System Design - June 24, 2020
Channel: Numenta
Date: 2020-06-25

In this research meeting, guest presenters from the Neuromorphic AI Lab at Univ. Texas at San Antonio presented to the Numenta research team. Dr. Dhireesha Kudithipudi, Professor & Lab Director, and her team have been working on HTM related projects for nearly 7 years.  Today, she and her student Abdullah M. Zyarah reviewed their recent paper, “Neuromorphic System for Spatial and Temporal Information Processing” published in IEEE Transactions on Computers 2019. The paper describes a complete memristor based implementation of HTM spatial pooling and temporal memory. Their system is continuously learning, and achieves impressive improvements in latency and power consumption.

Neuromorphic System for Spatial and Temporal Information Processing: 
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9109629