Accelerating the Run-Time of Convolutional Neural Networks through Weight Pruning and Quantization

field_of_study

Other

university

Islamic University of Gaza

authors

Alhimdiat R.; Ashour W.; Battrawy R.; Stricker D.

authors_full_names

Alhimdiat, Rajai (57223829226); Ashour, Wesam (57199218303); Battrawy, Ramy (55600294700); Stricker, Didier (57479589400)

authors_id

57223829226; 57199218303; 55600294700; 57479589400

year

2023

source_title

8th International Engineering Conference on Renewable Energy and Sustainability, ieCRES 2023

article_title

Accelerating the Run-Time of Convolutional Neural Networks through Weight Pruning and Quantization

publisher

Institute of Electrical and Electronics Engineers Inc.

affiliations

Islamic University of Gaza, Iug, Computer Engineering Dept., Gaza, Palestine; German Research Centre for Artificial Intelligence, Dfki, Kaiserslautern, Germany

authors_with_affiliations

Alhimdiat R., Islamic University of Gaza, Iug, Computer Engineering Dept., Gaza, Palestine; Ashour W., Islamic University of Gaza, Iug, Computer Engineering Dept., Gaza, Palestine; Battrawy R., German Research Centre for Artificial Intelligence, Dfki, Kaiserslautern, Germany; Stricker D., German Research Centre for Artificial Intelligence, Dfki, Kaiserslautern, Germany

cited_by

1

doi

10.1109/ieCRES57315.2023.10209460