Deep Neural Network Optimization Based on Binary Method for Handling Multi-Class Problems
In this paper, we conceive a new kind of output layer design in deep neural networks for the multi-class problems. The traditional output layer is set by the one-to-one method. For the one-to-one method, the output layer neuron number is the same as the class number. And the ideal output for the j-t...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
IEEE
2024-01-01
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Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10479493/ |