Pruning convolution neural networks using filter clustering based on normalized cross-correlation similarity

Despite all the recent development and success of deep neural networks, deployment of a deep model onto the resource-constrained devices still remains challenging. However, model pruning can resolve this issue for Convolutional Neural Networks (CNNs), since it is one of the most popular approaches t...

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Bibliographic Details
Main Authors: Niaz Ashraf Khan, A. M. Saadman Rafat
Format: Article
Language:English
Published: Taylor & Francis Group 2025-04-01
Series:Journal of Information and Telecommunication
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/24751839.2024.2415008
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