Browsing Network & Distributed Systems by Publisher "Institute of Electrical and Electronics Engineers (IEEE)"

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Noise Elimination in Deep Random Vector Functional Link Network for Tabular Classification

Hu, Minghui; Li, Ruilin; Gao, Ruobin; Suganthan, P. N. ( Institute of Electrical and Electronics Engineers (IEEE) , 2024 , Conference)
The Random Vector Functional Link Network (RVFL) is a single-layer feed-forward network characterized by randomised weights in its hidden layers. However, the randomness can introduce detrimental neurons, potentially ...