NeuroscienceNeural ComputationPeer-reviewed
Probing the Structure and Functional Properties of the Dropout-induced Correlated Variability in Convolutional Neural Networks
Pan Xu, Ruben Coen-Cagli, Odelia Schwartz
This study examines the structure of trial-by-trial neural co-variance in dropout neural networks and finds it similar to biological neural variability, suggesting potential implications for network performance and modeling.
DOI 10.1162/neco_a_01652