Author name: Robiul Islam, Dmitry I. Ignatov, Karl Kaberg, Roman Nabatchikov

cs.LG

Exploring the Relationship between Brain Hemisphere States and Frequency Bands through Classical Machine Learning and Deep Learning Optimization Techniques with Neurofeedback

arXiv:2509.14078v3 Announce Type: replace
Abstract: This study investigates the performance of classifiers across EEG frequency bands, evaluating efficient class prediction for the left and right hemispheres using various optimisers. Three neural netw…

cs.LG

Exploring the Relationship between Brain Hemisphere States and Frequency Bands through Classical Machine Learning and Deep Learning Optimization Techniques with Neurofeedback

arXiv:2509.14078v2 Announce Type: replace
Abstract: This study investigates the performance of classifiers across EEG frequency bands, evaluating efficient class prediction for the left and right hemispheres using various optimisers. Three neural netw…

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