Hopfield network
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- Pre-registered replication tests dreaming Hopfield networks
A Reddit author reports a pre-registered replication of the dreaming Hopfield network experiment from Fachechi, Agliari and Barra, implemented in NumPy with 1,000 neurons and 10 seeds per condition. At t=10, the reported empirical-capacity multiplier was 3.86, with a reported interval of 3.79 to 3.93, while correlated patterns with 0.15 ancestor overlap yielded a capacity of 9.06. The replication added a matched uniform-shrink control, and the study has been submitted to ReScience C while code, data and preregistrations are publicly available.
r/MachineLearning · 🔥 0
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