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Published at December 9

Sequential Printed MLP Circuits for Super TinyML Multi-Sensory Applications

cs.AR

Released Date: December 9, 2024

Authors: Gurol Saglam¹, Florentia Afentaki², Georgios Zervakis², Mehdi B. Tahoori¹

Aff.: ¹Karlsruhe Institute Of Technology; ²University of Patras

Arxiv: http://arxiv.org/pdf/2412.06542v1

Refer to caption

		MICRO’20 (Mubarik et al., 2020)		Our Multi-cycle Seq.
Dataset	Accuracy	Area ( $cm^{2}$ )	Power ( $mW$ )	Area Gain	Power Gain
SPECTF	87.5	48.2	37.7	3.8 $\times$	5.5 $\times$
Arr.	61.8	106.7	71.1	4.4 $\times$	6.5 $\times$
Gas S.	90.7	182.1	128.9	7.3 $\times$	10.9 $\times$
Epi.	93.5	275.8	187.8	11.0 $\times$	16.5 $\times$
Act.	80.5	313.0	209.0	11.7 $\times$	18.7 $\times$
Par.	85.5	437.1	317.4	18.5 $\times$	31.1 $\times$
HAR	96.9	1276.2	969.2	18.1 $\times$	34.3 $\times$