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Pregled bibliografske jedinice broj: 1053491

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


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 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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

Autori
Đokić, Kristian ; Martinović, Marko ; Radišić, Bojan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Conference on Data Science and Machine Learning Applications (CDMA) / O’Conner, L. - Rijad : Institute of Electrical and Electronics Engineers (IEEE), 2020, 141-145

ISBN
978-1-7281-2746-0

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

Mjesto i datum
Riad, Saudijska Arabija, 04.03.2020. - 05.03.2020

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

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

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti



POVEZANOST RADA


Ustanove:
Veleučilište u Požegi,
Veleučilište u Slavonskom Brodu

Profili:

Avatar Url Bojan Radišić (autor)

Avatar Url Kristian Đokić (autor)

Avatar Url Marko Martinović (autor)

Poveznice na cjeloviti tekst rada:

doi

Citiraj ovu publikaciju:

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 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Đokić, K., Martinović, M. & Radišić, B. (2020) Neural networks with ESP32 - are two heads faster than one?. U: O’Conner, L. (ur.)Conference on Data Science and Machine Learning Applications (CDMA) doi:10.1109/CDMA47397.2020.00030.
@article{article, author = {\DJoki\'{c}, Kristian and Martinovi\'{c}, Marko and Radi\v{s}i\'{c}, Bojan}, editor = {O’Conner, L.}, year = {2020}, pages = {141-145}, DOI = {10.1109/CDMA47397.2020.00030}, keywords = {ESP32, neural network, propagation speed, multicore, machine learning}, doi = {10.1109/CDMA47397.2020.00030}, isbn = {978-1-7281-2746-0}, title = {Neural networks with ESP32 - are two heads faster than one?}, keyword = {ESP32, neural network, propagation speed, multicore, machine learning}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Riad, Saudijska Arabija} }
@article{article, author = {\DJoki\'{c}, Kristian and Martinovi\'{c}, Marko and Radi\v{s}i\'{c}, Bojan}, editor = {O’Conner, L.}, year = {2020}, pages = {141-145}, DOI = {10.1109/CDMA47397.2020.00030}, keywords = {ESP32, neural network, propagation speed, multicore, machine learning}, doi = {10.1109/CDMA47397.2020.00030}, isbn = {978-1-7281-2746-0}, title = {Neural networks with ESP32 - are two heads faster than one?}, keyword = {ESP32, neural network, propagation speed, multicore, machine learning}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Riad, Saudijska Arabija} }

Časopis indeksira:


  • Scopus


Citati:





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