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Home/Authors/Kurian Polachan

Kurian Polachan

1 indexed paper

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26

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ML×1

Frequent co-authors

Nagarajan S1×

Research Timeline

2026
ArrythML: An Autoencoder-Based TinyML Approach for On-Device Arrhythmia Detection on Resource-Constrained Embedded Systems

The paper introduces ArrythML, a highly efficient autoencoder-based TinyML model that enables accurate, low-power arrhythmia detection directly on resource-constrained embedded wearable devices.

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Papers

cs.LGRecentJun 1, 2026

ArrythML: An Autoencoder-Based TinyML Approach for On-Device Arrhythmia Detection on Resource-Constrained Embedded Systems

Nagarajan S, Kurian Polachan

The paper introduces ArrythML, a highly efficient autoencoder-based TinyML model that enables accurate, low-power arrhythmia detection directly on resource-constrained embedded wearable devices.

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