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4 articles related to "Network Compression"

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Articles

Original Research

Published on 04 Aug 2023

Kernel-wise difference minimization for convolutional neural network compression in metaverse

in Data Mining and Management

Yi-Ting Chang

Frontiers in Big Data

doi 10.3389/fdata.2023.1200382

1,775 views

Original Research

Published on 04 Mar 2021

Neural Coding in Spiking Neural Networks: A Comparative Study for Robust Neuromorphic Systems

in Neuromorphic Engineering

Wenzhe Guo
Mohammed E. Fouda
Ahmed M. Eltawil
Khaled Nabil Salama

Frontiers in Neuroscience

doi 10.3389/fnins.2021.638474

54,294 views
265 citations

Original Research

Published on 26 Jan 2021

Proximity-Based Compression for Network Embedding

in Data Mining and Management

Muhammad Ifte Islam
Farhan Tanvir
Ginger Johnson
Esra Akbas
Mehmet Emin Aktas

Frontiers in Big Data

doi 10.3389/fdata.2020.608043

6,215 views
5 citations

Original Research

Published on 12 Nov 2020

Unsupervised Adaptive Weight Pruning for Energy-Efficient Neuromorphic Systems

in Neuromorphic Engineering

Wenzhe Guo
Mohammed E. Fouda
Hasan Erdem Yantir
Ahmed M. Eltawil
Khaled Nabil Salama

Frontiers in Neuroscience

doi 10.3389/fnins.2020.598876

5,638 views
25 citations