A Lightweight Hyperdimensional Computing Framework for Binarized Image Encoding
Published in Zenodo (CERN European Organization for Nuclear Research) • May 25, 2025
NobleIDNI6P11W30R42S68
Authors:,
Vijay Singh
Dr. Shikha Tiwari
Abstract
This research introduces a novel tensor-optimized hyperdimensional computing (TO-HDC)architecture tailored for efficient image classification, especially in resource-limited settings. TheTO-HDC framework attains impressive classification accuracies of 97.92% (±0.38%) on theMNIST dataset and 84.62% (...
Finding related papers...
Discussions
(0)No comments yet
Be the first to share your thoughts!