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John Clear

Independent

SCHOLARLY PAPERS

2

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229

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Scholarly Papers (2)

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1.

Composite Human Activity Recognition Utilizing Knowledge Distillation and Sensor Fusion Focusing on Resource Constrained Microcontrollers

Number of pages: 37 Posted: 15 Mar 2025 Last Revised: 22 Feb 2026
Athar Noor Mohammad Rafee, John Clear and Jannatun Noor
BRAC University - Department of Computer Science and Engineering, Independent and BRAC University
Downloads 199 (384,172)

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Low-Cost, Composite Human Activity Recognition, Nural Networks, Knowledge Distillation, Microcontrollers, TinyML, Resource Constrained AI

2.

Deployable Human Activity Recognition on 8-bit Class Microcontrollers: Comparing Hyperdimensional Computing, Lightweight Machine Learning Models, and Tiny Neural Networks

Number of pages: 27 Posted: 13 Jun 2026
Athar Noor Mohammad Rafee, John Clear, Marfuah Asishifa and Jannatun Noor
BRAC University - Department of Computer Science and Engineering, Independent, affiliation not provided to SSRN and BRAC University
Downloads 30

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Hyperdimensional computing, Electronic waste, Human Activity Recognition, 8-bit Microcontroller Units, Tiny Machine Learning, Multilayer Perceptron