FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment

• Siham Essahraui ,

  Contributed equally to this work with: Siham Essahraui, Ismail Lamaakal

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft

  Affiliation Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco

  ⨯
• Ismail Lamaakal ,

  Contributed equally to this work with: Siham Essahraui, Ismail Lamaakal

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Resources, Visualization, Writing – original draft

  Affiliation Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco

  https://orcid.org/0009-0009-6532-2573

  ⨯
• Yassine Maleh ,

  Roles Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: yassine.maleh@ieee.org

  Affiliation Laboratory LaSTI, ENSAK, Sultan Moulay Slimane University, Khouribga, Morocco

  https://orcid.org/0000-0003-4704-5364

  ⨯
• Khalid El Makkaoui,

  Roles Methodology, Supervision, Validation, Visualization, Writing – review & editing

  Affiliation Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco

  ⨯
• Mouncef Filali Bouami,

  Roles Methodology, Project administration, Supervision, Visualization, Writing – review & editing

  Affiliation Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco

  ⨯
• Ibrahim Ouahbi,

  Roles Methodology, Supervision, Visualization, Writing – review & editing

  Affiliation Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco

  ⨯
• Hela Elmannai,

  Roles Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

  https://orcid.org/0000-0003-2571-1848

  ⨯
• Ahmed A. Abd El-Latif

  Roles Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations EIAS Data Science Lab, College of Computer and Information Sciences, and Center of Excellence in Quantum and Intelligent Computing, Prince Sultan University, Riyadh, Saudi Arabia, Department of Mathematics and Computer Science, Faculty of Science, Menoufia University, Shebin El-Koom 32511, Egypt

  ⨯