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Tony Bayan

2 papers in the library · 5 citations · publishing 2025-2026

Papers

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Deep Hybrid CNN-BiLSTM-Attention Model for EEG Classification Using Wavelet Features.

Annals of Neurosciences January 23, 2026 Tony Bayan, Daisy Das, Nabamita Deb

Electroencephalography (EEG) is a popular non-invasive method for studying brain dynamics because of its excellent temporal resolution. However, the non-stationarity, intersubject variability and class imbalance of EEG data, make it difficult to automatically discriminate between brain states that correspond to various cognitive or sensory circumstances. With the use of a deep hybrid...

Effect of Mantra Chanting on Power Spectral Density

Indian Journal of Science and Technology January 15, 2025 Tony Bayan, Nabamita Deb 5 citations

Objectives: Mantra chanting a spiritual form of meditation helps to calm the human brain. Mantra chanting is a meditative practice known to influence brainwave activities that are linked to increased theta and alpha brain rhythms. This paper investigates the variations in Power Spectral Density of experienced Mantra chanting individuals and evaluates the paired t-test before and during mantra...