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Alif Syafiq Kamarol Zaman

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#edge computing Open access Sep 2026

Descriptors to Dynamics: A Materials and Device Perspective on in-Materio Physical Reservoir Computing for Neuromorphic Edge Intelligence.

Reservoir computing is attractive for edge intelligence because it not only reduces training overhead but also turns transient material physics into computation. In in-materio systems, memory, nonlinearity, separability, and efficiency are not added later at the circuit level; they emerge from defect kinetics, ionic mo...

K. R. Singh, Alif Syafiq Kamarol Zaman, Mu-Zhen Xu et al. · 0 citations

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