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Home/Authors/Shuhei Ikemoto

Shuhei Ikemoto

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26

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2026
Reconstructing Backpropagation from Forward Fluctuations in Noise-modulated Neural Networks

This paper presents a Noise-modulated Neural Network (NNN) that learns and infers with noise, reconstructing backpropagation from forward-pass statistics alone.

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Papers

cs.NENEWEmpiricalJul 29, 2026

Reconstructing Backpropagation from Forward Fluctuations in Noise-modulated Neural Networks

Shuhei Ikemoto

This paper presents a Noise-modulated Neural Network (NNN) that learns and infers with noise, reconstructing backpropagation from forward-pass statistics alone.

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