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Md Shabaz Ansari

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Open access Sep 2026

Memristor-based echo state network for ECG classification: optimizing accuracy and efficiency with different architectures

Three memristor-based echo state network (MESN) models for ECG classification are proposed, demonstrating the potential of ESN as a lightweight yet powerful approach for ECG classification, making it suitable for integration into wearable and IoT-based healthcare systems.

Md Shabaz Ansari, Sandeep Soni, Hemkant Nehete et al. · 0 citations

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