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Srikireddy Dhanunjay Reddy

2 accepted papers

2025

Geodesic Mean Threshold Scheme on Riemannian Manifold for EEG Signal Classification

ICASSP 2025accepted

Electroencephalogram (EEG) signal classification for neural activity monitoring and cognitive state assessment using Machine Learning (ML) models is a well-established strategy. The usage of ML models with traditional Euclidean vector-based feature extraction is efficient and effective if the behavi…

Cited by 0SourceScholar
2024

GM-VRC: Semantic Topological Data Ensemble Approach for EEG Signal Classification

ICASSP 2024accepted

Usage of Machine Learning (ML) models has been trending for automated screening of mental health. Electroencephalogram (EEG) signals, due to their non-invasive nature and ease of availability with low cost, are mostly recorded and used for diagnosis. Such signals however are non-stationary and also…

Cited by 0SourceScholar