Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge

Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge

The escalating challenges of managing vast sensor-generated data, particularly in audio applications, necessitate innovative solutions. Current systems face significant computational and storage demands, especially in real-time applications like gunshot detection systems (GSDS), and the proliferatio...

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Bibliographic Details
Main Authors: Sanggeon Yun, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Audio sensing
near-sensor intelligent sensing
hyperdimensional computing
ASIC design
Online Access:https://ieeexplore.ieee.org/document/10896650/
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