Author

L. Minati

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Open access Jul 2026

Brain-inspired reservoir computing framework for complex time-series prediction

Summary Time-series prediction based on historical data is essential in numerous scientific fields, such as weather prediction and financial markets analysis. However, obtaining strong predictive accuracy together with high computational efficiency remains challenging. To address this challenge, we propose a brain-insp...

Pei Ma, Xu-Bin Wang, Hanshuo Qiu et al. · iScience · 0 citations

Jul 2026

Enhancing epileptic seizure detection via augmentation of electroencephalography (EEG) signals using a single-transistor chaotic oscillator

This data augmentation improves the dimensionality of the EEG dataset, thus improving feature extraction and classification accuracy for various sub-bands of EEG signals, including delta, theta, alpha, beta, and raw signals.

Zeric Njitacke Tabekoueng, Longxiang Fu, Yi Zhang et al. · Nonlinear dynamics · 0 citations