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Rotating neurons reservoir is a hardware architecture for implementing resource-efficient reservoir computing. The code is a simulator for NARMA10 task, achieving record-low error.

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Tsinghua-LEMON-Lab/Rotating-neurons-reservoir

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Rotating-neurons-reservoir

Rotating neurons reservoir is a hardware architecture for implementing resource-efficient reservoir computing. The code is a simulator for NARMA10 task, achieving record-low error.

main_parallelRNR.m: parallel eRNR simulation for NARMA10 task. NRMSE = 0.055

main_singleRNR.m: single eRNR simulation for NARMA10 task, NRMSE = 0.078

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Rotating neurons reservoir is a hardware architecture for implementing resource-efficient reservoir computing. The code is a simulator for NARMA10 task, achieving record-low error.

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