20 citations · 63 across the 11 of their papers we have counts for
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cs.NE2023★ 5 cited
Supervised Feature Selection with Neuron Evolution in Sparse Neural Networks
Zahra Atashgahi, Xuhao Zhang, Neil Kichler +5
Feature selection that selects an informative subset of variables from data not only enhances the model interpretability and performance but also alleviates the resource demands. R…
cs.NE2019★ 20 cited
A Brain-inspired Algorithm for Training Highly Sparse Neural Networks
Zahra Atashgahi, Joost Pieterse, Shiwei Liu +3
Sparse neural networks attract increasing interest as they exhibit comparable performance to their dense counterparts while being computationally efficient. Pruning the dense neura…