Suchergebnisse - "memory-efficient network compression"

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  1. 1

    Edge-Optimized CNNs: A Co-Designed Software-Hardware Framework for Lightweight Deep Learning von Waheed, Zahra, Alkhrijah, Yazeed, Khalid, Shahzad, Morsleen Riaz, Syed, Gul Khawaja, Sajid, Usman Akram, Muhammad, Muhammad Usman, Syed, Alawad, Mohamad A.

    ISSN: 2169-3536, 2169-3536
    Veröffentlicht: Piscataway IEEE 2025
    Veröffentlicht in IEEE access (2025)
    “… With the rapid deployment of Internet of things (IoTs), the production of data has been increasing exponentially. Due to this rapid data growth, the …”
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    Journal Article
  2. 2

    Resource-Restricted Environments Based Memory-Efficient Compressed Convolutional Neural Network Model for Image-Level Object Classification von Waheed, Zahra, Khalid, Shehzad, Riaz, Syed Mursleen, Gul Khawaja, Sajid, Tariq, Rimsha

    ISSN: 2169-3536, 2169-3536
    Veröffentlicht: Piscataway IEEE 2023
    Veröffentlicht in IEEE access (2023)
    “… In the past decade, Convolutional Neural Networks (CNNs) have achieved tremendous success in solving complex classification problems. CNN architectures require …”
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    Journal Article