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Neural networks with ESP32 - are two heads faster than one? (CROSBI ID 688805)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Đokić, Kristian ; Martinović, Marko ; Radišić, Bojan Neural networks with ESP32 - are two heads faster than one? // Conference on Data Science and Machine Learning Applications (CDMA) / O’Conner, L. (ur.). Rijad: Institute of Electrical and Electronics Engineers (IEEE), 2020. str. 141-145 doi: 10.1109/CDMA47397.2020.00030

Podaci o odgovornosti

Đokić, Kristian ; Martinović, Marko ; Radišić, Bojan

engleski

Neural networks with ESP32 - are two heads faster than one?

Processors with multiple cores have enabled machine learning to achieve the great success it has. In the last few years System on Chip devices became powerful enough to be used for machine learning tasks, and some of them have multiple cores. In this paper propagation speed of ESP32 SoC with two cores for feed-forward part of neural network tasks considering the number of used cores will be analysed.

ESP32 ; neural network ; propagation speed ; multicore ; machine learning

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Podaci o prilogu

141-145.

2020.

objavljeno

10.1109/CDMA47397.2020.00030

Podaci o matičnoj publikaciji

O’Conner, L.

Rijad: Institute of Electrical and Electronics Engineers (IEEE)

978-1-7281-2746-0

Podaci o skupu

2020 6th Conference on Data Science and Machine Learning Applications (CDMA)

predavanje

04.03.2020-05.03.2020

Riad, Saudijska Arabija

Povezanost rada

Informacijske i komunikacijske znanosti

Poveznice
Indeksiranost