System and method for handling errors in a vehicle neural network processor

A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural...

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Main Authors Das Sarma, Debjit, Bannon, Peter, Talpes, Emil, Hurd, Kevin, Hsiong, Christopher, Floering, Benjamin
Format Patent
LanguageEnglish
Published 31.03.2020
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Abstract A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural network controller configured to receive a report of the data error from the error detector. In response to receiving the report, the neural network controller is further configured to signal that a pending result of the neural network is tainted without terminating execution of the neural network.
AbstractList A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural network controller configured to receive a report of the data error from the error detector. In response to receiving the report, the neural network controller is further configured to signal that a pending result of the neural network is tainted without terminating execution of the neural network.
Author Floering, Benjamin
Hurd, Kevin
Das Sarma, Debjit
Talpes, Emil
Bannon, Peter
Hsiong, Christopher
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– fullname: Hsiong, Christopher
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Snippet A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The...
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SubjectTerms CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
Title System and method for handling errors in a vehicle neural network processor
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