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My toy spiking network completely flunked NARMA-10, but a simple neuroscience trick unlocked a 15x compute bargain. [D]

Reddit r/MachineLearning · 2026-06-24

The author describes building a spiking neural network engine that initially failed the NARMA-10 benchmark, but by applying heterogeneous wire delays from neuroscience, it achieved usable memory depth and a 15x computational efficiency advantage over continuous nets on a recognition task.

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