Legendre Memory Units (LMUs) Continuous-Time Representation in - - PowerPoint PPT Presentation

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Legendre Memory Units (LMUs) Continuous-Time Representation in - - PowerPoint PPT Presentation

Mar 16, 2024 320 likes •486 views

Legendre Memory Units (LMUs) Continuous-Time Representation in Recurrent Neural Networks Aaron Voelker, Ivana Kaji, Chris Eliasmith Image caption Music composition generation LSTMs Speech recognition Disease prediction Machine

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Legendre Memory Units (LMUs)

Continuous-Time Representation in Recurrent Neural Networks

Aaron Voelker, Ivana Kajić, Chris Eliasmith

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LSTMs

Image caption generation Machine translation Music composition Speech recognition Disease prediction

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Extended from Chandar et al. (2019)

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Scalable in Time

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Chaotic Time-Series Prediction

Mackey-Glass Dataset

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Time Cell Data

Voelker & Eliasmith (2018)

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Neckar et al. (2019)

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Neural Implementation

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