Multi-Step Training Framework Using Sparsity Training for Efficient Utilization of Accumulated New Data in Convolutional Neural Networks

With the accumulation of large amounts of data that have the most significant impact on network performance and the development of hardware accelerators that can support such data processing, convolutional neural networks (CNNs) have achieved remarkable advances in various applications such as compu...

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Bibliographic Details
Main Authors: Jeong Jun Lee, Hyun Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10320366/