Search Results for author: Pallab Kumar Nath

Found 2 papers, 0 papers with code

Multiplierless In-filter Computing for tinyML Platforms

no code implementations24 Apr 2023 Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur

Wildlife conservation using continuous monitoring of environmental factors and biomedical classification, which generate a vast amount of sensor data, is a challenge due to limited bandwidth in the case of remote monitoring.

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Multiplierless MP-Kernel Machine For Energy-efficient Edge Devices

no code implementations3 Jun 2021 Abhishek Ramdas Nair, Pallab Kumar Nath, Shantanu Chakrabartty, Chetan Singh Thakur

We present a novel framework for designing multiplierless kernel machines that can be used on resource-constrained platforms like intelligent edge devices.

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