ENTITY
multiplicative long short-term memory
multiplicative long short-term memory
PulseAugur coverage of multiplicative long short-term memory — every cluster mentioning multiplicative long short-term memory across labs, papers, and developer communities, ranked by signal.
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Papers · 30d
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RECENT · PAGE 1/1 · 2 TOTAL
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New training method improves recurrent memory model performance
A new research paper introduces the "Orthogonalized Read," a training technique designed to improve the performance of recurrent memory models. This method, applied during the read phase of multiplicative LSTMs, acts as…
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Matrix Orthogonalization Boosts RNN Memory for Long-Horizon Tasks
Researchers have developed a method to improve the memory capabilities of recurrent neural networks (RNNs) by applying matrix orthogonalization during read operations. This technique, inspired by optimizers used in lang…