TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers

Bharath Sudharsan; Simone Salerno; Duc-Duy Nguyen; Muhammad Yahya; Abdul Wahid; Piyush Yadav; John G Breslin; M Intizar Ali

TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers

Bharath Sudharsan
, Simone Salerno
, Duc-Duy Nguyen
, Muhammad Yahya
, Abdul Wahid
, Piyush Yadav
, John G Breslin
, M Intizar Ali

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

56 Citations (Scopus)

Original language	Undefined/Unknown
Title of host publication	The 7th IEEE World Forum on Internet of Things (WF-IoT 2021)
Publication status	Published - 20 Jun 2021

Cite this

@inproceedings{fb2a88ded2b4466397fde9d04e458671,

title = "TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers",

author = "Bharath Sudharsan and Simone Salerno and Duc-Duy Nguyen and Muhammad Yahya and Abdul Wahid and Piyush Yadav and Breslin, \{John G\} and Ali, \{M Intizar\}",

year = "2021",

month = jun,

day = "20",

language = "Undefined/Unknown",

booktitle = "The 7th IEEE World Forum on Internet of Things (WF-IoT 2021)",

}

TY - GEN

T1 - TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers

AU - Sudharsan, Bharath

AU - Salerno, Simone

AU - Nguyen, Duc-Duy

AU - Yahya, Muhammad

AU - Wahid, Abdul

AU - Yadav, Piyush

AU - Breslin, John G

AU - Ali, M Intizar

PY - 2021/6/20

Y1 - 2021/6/20

M3 - Conference Publication

BT - The 7th IEEE World Forum on Internet of Things (WF-IoT 2021)

ER -