Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal Processing

The biosignals consist of several sensors that collect time series information. Since time series contain temporal dependencies, they are difficult to process by existing machine learning algorithms. Hyper-Dimensional Computing (HDC) is introduced as a brain-inspired paradigm for lightweight time se...

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Veröffentlicht in:	2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) S. 1 - 9
Hauptverfasser:	Ni, Yang, Lesica, Nicholas, Zeng, Fan-Gang, Imani, Mohsen
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ACM 29.10.2022
Schlagworte:	Computational efficiency Encoding Machine learning algorithms Real-time systems Sensors Time series analysis Training
ISSN:	1558-2434
Online-Zugang:	Volltext
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