most citedMining the Weights Knowledge for Optimizing Neural Network Structures

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cs.NE2024

GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes

Zhaoning Shi, Meng Xiang, Zhaoyang Hai +2

Genetic algorithms have played an important role in engineering optimization. Traditional GAs treat each gene separately. However, biophysical studies of gene regulatory networks r…

cs.NE2021★ 1 cited

Mining the Weights Knowledge for Optimizing Neural Network Structures

Mengqiao Han, Xiabi Liu, Zhaoyang Hai +1

Knowledge embedded in the weights of the artificial neural network can be used to improve the network structure, such as in network compression. However, the knowledge is set up by…