29 citations · 72 across the 10 of their papers we have counts for
3 papers · 1 filter
Neuromemrisitive Architecture of HTM with On-Device Learning and Neurogenesis
Abdullah M. Zyarah, Dhireesha Kudithipudi
Hierarchical temporal memory (HTM) is a biomimetic sequence memory algorithm that holds promise for invariant representations of spatial and spatiotemporal inputs. This paper prese…
Semi-Trained Memristive Crossbar Computing Engine with In-Situ Learning Accelerator
Abdullah M. Zyarah, Dhireesha Kudithipudi
On-device intelligence is gaining significant attention recently as it offers local data processing and low power consumption. In this research, an on-device training circuitry for…
Neuromorphic Architecture for the Hierarchical Temporal Memory
Abdullah M. Zyarah, Dhireesha Kudithipudi
A biomimetic machine intelligence algorithm, that holds promise in creating invariant representations of spatiotemporal input streams is the hierarchical temporal memory (HTM). Thi…