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Non-equilibrium active noise enhances generative memory in diffusion models | Synapse
March 3, 2026
Open Access
Non-equilibrium active noise enhances generative memory in diffusion models
SV
Suriyanarayanan Vaikuntanathan
University of Chicago
AB
Agnish Behera
AL
Alexandra Lamtyugina
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Key Points
Generative memory is significantly enhanced when non-equilibrium active noise is applied.
The findings show a notable improvement in generative memory tasks with stochastic manipulation.
Analysis of diffusion models reveals the role of active noise in memory enhancement processes.
The results highlight potential applications for improving memory functionality, warranting further investigation.
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Vaikuntanathan et al. (Thu,) studied this question.
synapsesocial.com/papers/69a7671bbadf0bb9e87df9f6
https://doi.org/https://doi.org/10.21203/rs.3.rs-8702780/v1
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