Analysis and Enhancement of Resilience for LSTM Accelerators Using Residue-Based CEDs

As Long Short-Term Memory (LSTM) accelerators are increasingly being employed in safety-critical applications with high-reliability demands, protecting them against errors becomes imperative. Traditional protection techniques for LSTMs are either costly, conflict with strict area and power constrain...

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Bibliographic Details
Main Authors: Nooshin Nosrati, Zainalabedin Navabi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10494583/
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