AITIA: Embedded AI Techniques for Industrial Applications

Marcelo Brandalero; Mitko Veleski; Hector Gerardo Muñoz Hernandez; Muhammad Ali; Laurens Le Jeune; Toon Goedeme; Nele  Mentens; Jurgen Vandendriessche; Lancelot Charles Lhoest; Bruno da Silva; Abdellah Touhafi; Diana  Goehringer; Michael Hubner

doi:10.1109/FPL53798.2021.00071

AITIA: Embedded AI Techniques for Industrial Applications

Marcelo Brandalero, Mitko Veleski, Hector Gerardo Muñoz Hernandez, Muhammad Ali, Laurens Le Jeune, Toon Goedeme, Nele Mentens, Jurgen Vandendriessche, Lancelot Charles Lhoest, Bruno da Silva, Abdellah Touhafi, Diana Goehringer, Michael Hubner

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

1 Citation (Scopus)

Abstract

Motivated by an increasing interest from startups in embedded Artificial Intelligence (AI) and by their limited expertise, the AITIA Project targets the development of embedded AI techniques for industrial applications. This extended abstract presents the motivation and the solutions being developed towards four use cases: smart sensors, network intrusion detection, driver-assistance systems, and Industry 4.0.

Original language	English
Title of host publication	31st International Conference on Field-Programmable Logic and Applications (FPL)
Place of Publication	Dresden, Germany
Publisher	IEEE
Pages	374-375
Number of pages	2
Edition	31
ISBN (Electronic)	978-1-6654-3759-2
ISBN (Print)	978-1-6654-4243-5
DOIs	https://doi.org/10.1109/FPL53798.2021.00071
Publication status	Published - 12 Oct 2021
Event	31st International Conference on Field-Programmable Logic and Applications - Dresden, Dresden, Germany Duration: 30 Aug 2021 → 3 Sep 2021 Conference number: 31 https://cfaed.tu-dresden.de/fpl2021/welcome-to-fpl2021

Publication series

Name	2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021)
ISSN (Print)	1946-1488

Conference

Conference	31st International Conference on Field-Programmable Logic and Applications
Abbreviated title	FPL
Country	Germany
City	Dresden
Period	30/08/21 → 3/09/21
Internet address	https://cfaed.tu-dresden.de/fpl2021/welcome-to-fpl2021

Keywords

Artificial intelligence
Machine learning
embedded systems
smart sensors
network intrusion detection
driver-assistance systems
industry 4.0

Access to Document

10.1109/FPL53798.2021.00071Licence: Other

Cite this

Brandalero, M., Veleski, M., Muñoz Hernandez, H. G., Ali, M., Le Jeune, L., Goedeme, T., Mentens, N., Vandendriessche, J., Lhoest, L. C., da Silva, B., Touhafi, A., Goehringer, D., & Hubner, M. (2021). AITIA: Embedded AI Techniques for Industrial Applications. In 31st International Conference on Field-Programmable Logic and Applications (FPL) (31 ed., pp. 374-375). (2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021)). IEEE. https://doi.org/10.1109/FPL53798.2021.00071

Brandalero, Marcelo ; Veleski, Mitko ; Muñoz Hernandez, Hector Gerardo ; Ali, Muhammad ; Le Jeune, Laurens ; Goedeme, Toon ; Mentens, Nele ; Vandendriessche, Jurgen ; Lhoest, Lancelot Charles ; da Silva, Bruno ; Touhafi, Abdellah ; Goehringer, Diana ; Hubner, Michael. / AITIA: Embedded AI Techniques for Industrial Applications. 31st International Conference on Field-Programmable Logic and Applications (FPL). 31. ed. Dresden, Germany : IEEE, 2021. pp. 374-375 (2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021)).

@inproceedings{159978c8010849e29cffd7f8f80bf1f4,

title = "AITIA: Embedded AI Techniques for Industrial Applications",

abstract = "Motivated by an increasing interest from startups in embedded Artificial Intelligence (AI) and by their limited expertise, the AITIA Project targets the development of embedded AI techniques for industrial applications. This extended abstract presents the motivation and the solutions being developed towards four use cases: smart sensors, network intrusion detection, driver-assistance systems, and Industry 4.0.",

keywords = "Artificial intelligence, Machine learning, embedded systems, smart sensors, network intrusion detection, driver-assistance systems, industry 4.0",

author = "Marcelo Brandalero and Mitko Veleski and {Mu{\~n}oz Hernandez}, {Hector Gerardo} and Muhammad Ali and {Le Jeune}, Laurens and Toon Goedeme and Nele Mentens and Jurgen Vandendriessche and Lhoest, {Lancelot Charles} and {da Silva}, Bruno and Abdellah Touhafi and Diana Goehringer and Michael Hubner",

year = "2021",

month = oct,

day = "12",

doi = "10.1109/FPL53798.2021.00071",

language = "English",

isbn = "978-1-6654-4243-5",

series = "2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021)",

publisher = "IEEE",

pages = "374--375",

booktitle = "31st International Conference on Field-Programmable Logic and Applications (FPL)",

edition = "31",

note = "31st International Conference on Field-Programmable Logic and Applications , FPL ; Conference date: 30-08-2021 Through 03-09-2021",

url = "https://cfaed.tu-dresden.de/fpl2021/welcome-to-fpl2021",

}

Brandalero, M, Veleski, M, Muñoz Hernandez, HG, Ali, M, Le Jeune, L, Goedeme, T, Mentens, N, Vandendriessche, J, Lhoest, LC, da Silva, B , Touhafi, A, Goehringer, D & Hubner, M 2021, AITIA: Embedded AI Techniques for Industrial Applications. in 31st International Conference on Field-Programmable Logic and Applications (FPL). 31 edn, 2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021), IEEE, Dresden, Germany, pp. 374-375, 31st International Conference on Field-Programmable Logic and Applications , Dresden, Germany, 30/08/21. https://doi.org/10.1109/FPL53798.2021.00071

AITIA: Embedded AI Techniques for Industrial Applications. / Brandalero, Marcelo; Veleski, Mitko; Muñoz Hernandez, Hector Gerardo; Ali, Muhammad; Le Jeune, Laurens; Goedeme, Toon; Mentens, Nele ; Vandendriessche, Jurgen; Lhoest, Lancelot Charles; da Silva, Bruno ; Touhafi, Abdellah; Goehringer, Diana ; Hubner, Michael.

31st International Conference on Field-Programmable Logic and Applications (FPL). 31. ed. Dresden, Germany : IEEE, 2021. p. 374-375 (2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021)).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

TY - GEN

T1 - AITIA: Embedded AI Techniques for Industrial Applications

AU - Brandalero, Marcelo

AU - Veleski, Mitko

AU - Muñoz Hernandez, Hector Gerardo

AU - Ali, Muhammad

AU - Le Jeune, Laurens

AU - Goedeme, Toon

AU - Mentens, Nele

AU - Vandendriessche, Jurgen

AU - Lhoest, Lancelot Charles

AU - da Silva, Bruno

AU - Touhafi, Abdellah

AU - Goehringer, Diana

AU - Hubner, Michael

N1 - Conference code: 31

PY - 2021/10/12

Y1 - 2021/10/12

N2 - Motivated by an increasing interest from startups in embedded Artificial Intelligence (AI) and by their limited expertise, the AITIA Project targets the development of embedded AI techniques for industrial applications. This extended abstract presents the motivation and the solutions being developed towards four use cases: smart sensors, network intrusion detection, driver-assistance systems, and Industry 4.0.

AB - Motivated by an increasing interest from startups in embedded Artificial Intelligence (AI) and by their limited expertise, the AITIA Project targets the development of embedded AI techniques for industrial applications. This extended abstract presents the motivation and the solutions being developed towards four use cases: smart sensors, network intrusion detection, driver-assistance systems, and Industry 4.0.

KW - Artificial intelligence

KW - Machine learning

KW - embedded systems

KW - smart sensors

KW - network intrusion detection

KW - driver-assistance systems

KW - industry 4.0

UR - https://ieeexplore.ieee.org/abstract/document/9556476

UR - http://www.scopus.com/inward/record.url?scp=85125814565&partnerID=8YFLogxK

U2 - 10.1109/FPL53798.2021.00071

DO - 10.1109/FPL53798.2021.00071

M3 - Conference paper

SN - 978-1-6654-4243-5

T3 - 2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021)

SP - 374

EP - 375

BT - 31st International Conference on Field-Programmable Logic and Applications (FPL)

PB - IEEE

CY - Dresden, Germany

T2 - 31st International Conference on Field-Programmable Logic and Applications

Y2 - 30 August 2021 through 3 September 2021

ER -

Brandalero M, Veleski M, Muñoz Hernandez HG, Ali M, Le Jeune L, Goedeme T et al. AITIA: Embedded AI Techniques for Industrial Applications. In 31st International Conference on Field-Programmable Logic and Applications (FPL). 31 ed. Dresden, Germany: IEEE. 2021. p. 374-375. (2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021)). https://doi.org/10.1109/FPL53798.2021.00071

AITIA: Embedded AI Techniques for Industrial Applications

Abstract

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Conference

Keywords

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