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March 3, 2026
HNLF-based feedforward photonic reservoir computing with adaptive memory
YY
Yujia Yin
Soochow University
SW
Suhua Wang
HR
Hongliang Ren
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Puntos clave
Adaptive memory in photonic reservoir computing enhances overall information processing capacity, signaling improved performance.
The implementation uses a feedforward network with nonlinear optical fibers to optimize performance metrics.
Evaluations demonstrate the effectiveness of adopting adaptive memory techniques within the photonic context.
Further exploration may enable broader applications of these systems in complex data processing tasks.
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HNLF-based feedforward photonic reservoir computing with adaptive memory | Synapse
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Yin et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76683badf0bb9e87dd487
https://doi.org/https://doi.org/10.1016/j.yofte.2026.104569