Author

Ayush Gupta

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Aug 2026

Precision Forecasting of Brain Activity Using Reservoir Computing, Attention Networks, and Long Short-term Memory Blend.

This work proposes a novel framework that integrates reservoir computing with deep learning to classify individuals with PTSD and healthy controls based on EEG data, and demonstrates the potential of the RC-deep learning hybrid framework for both EEG signal prediction and PTSD classification.

Ayush Gupta, J. Zaraza, Vipin Agarwal · Military Medicine · 0 citations