Hyper-Dimensional Computing Challenges and Opportunities for AI Applications

Hyper-Dimensional Computing Challenges and Opportunities for AI Applications

Brain-inspired architectures are gaining increased attention, especially for edge devices to perform cognitive tasks utilizing its limited energy budget and computing resources. Hyperdimensional computing (HDC) paradigm is an emerging framework inspired by an abstract representation of neuronal circ...

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Bibliographic Details
Main Authors: Eman Hassan, Yasmin Halawani, Baker Mohammad, Hani Saleh
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Brain-inspired architectures
hyperdimensional computing
convolutional neural networks
encoding
classification
associative memory
Online Access:https://ieeexplore.ieee.org/document/9354795/

Internet

https://ieeexplore.ieee.org/document/9354795/

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