Learning Long-Time Dependencies with RNNs w/ Konstantin Rusch - #484
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Innovations in RNN Architecture
This chapter explores a novel RNN architecture called 'unicorn,' which features uncoupled oscillatory processing for improved memory efficiency and speed. It also discusses the advancements in capturing long-term dependencies, experimental results on performance benchmarks, and the ongoing efforts to blend expressivity with memory in future RNN designs.
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