Sökning: "Nesma Rezk"

Hittade 2 avhandlingar innehållade orden Nesma Rezk.

1. 1. Deep Learning on the Edge : A Flexible Multi-level Optimization Approach

   Författare :Nesma Rezk; Magnus Jonsson; Mahdi Fazeli; Antonio Carlos Schneider Beck; Högskolan i Halmstad; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY;

   Sammanfattning : Recent advances in Deep Learning (DL) research have been adopted in a wide variety of applications, including autonomous driving, AI in health care, and smart homes. In parallel, research in high-performance embedded computing has resulted in advanced hardware platforms that offer enhanced performance and energy efficiency for demanding computations. LÄS MER

3. 2. Exploring Efficient Implementations of Deep Learning Applications on Embedded Platforms

   Författare :Nesma Rezk; Zain Ul-Abdin; Ahmed Hemani; Högskolan i Halmstad; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY;

   Sammanfattning : The promising results of deep learning (deep neural network) models in many applications such as speech recognition and computer vision have aroused a need for their realization on embedded platforms. Augmenting DL (Deep Learning) in embedded platforms grants them the support to intelligent tasks in smart homes, mobile phones, and healthcare applications. LÄS MER