M, N.K. and K, D.M. 2026. Enhanced Single-Subject Eeg Emotion Recognition Using Deep Neural Architectures And Representation Learning. INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES. (Feb. 2026), 1940–1961. DOI:https://doi.org/10.29284/ggga6805.