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Filtering operation using MP.

Filtering operation using MP.

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Fig. 1: Ecological Conservation and Corrective System.
Fig. 2: Comparison of Traditional SVM and In-Filter Compute Template...
Fig. 5: Filtering operation using MP.
Fig. 6: MP Filter bank output (Gain Response) for chirp signal. This...
Fig. 8: Impact of bit-width on dataset accuracy for Crying Baby class...
Multiplierless In-filter Computing for tinyML Platforms
Preprint
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  • Apr 2023
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. It becomes critical to have classification where data is generated, and only classified data is used for monitoring. We prese...
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... f is the MP parameter for the filtering operation. Fig.5 shows the MP implementation of the filtering operation for the low pass and the bandpass filters. ...

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