29 citations · 72 across the 10 of their papers we have counts for
3 papers · 1 filter
End-to-End Memristive HTM System for Pattern Recognition and Sequence Prediction
Abdullah M. Zyarah, Kevin Gomez, Dhireesha Kudithipudi
Neuromorphic systems that learn and predict from streaming inputs hold significant promise in pervasive edge computing and its applications. In this paper, a neuromorphic system th…
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…