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The Orthogonalized Read Is a Removable Training Scaffold for Recurrent Memory

Aquino-Michaels, Keston
arXiv (OAI Expanded) · Papers
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68t07i-2-6
Orthogonalizing the mLSTM memory matrix at read time with five differentiable Newton-Schulz iterations improves noisy associative recall. We replicate this effect and investigate its mechanism. Training on MAD noisy recall exhibits a long chance-level plateau followed by a sharp increase in accuracy
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