REINFORCEMENT LEARNING BASED CORRECTION OF TIMING FAILURES

REINFORCEMENT LEARNING BASED CORRECTION OF TIMING FAILURES

Disclosed herein is a computer implemented method of correcting a timing failure of a network of conductors and repowering structures in an integrated circuit design using a reinforcement learning agent. The reinforcement learning agent comprises a neural network. The method comprises: receiving a g...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Beck, Manuel, von der Ehe, Marvin, Boronowsky, Gregor, Friedmann, Simon Hermann, Stegmaier, Jan Niklas
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Disclosed herein is a computer implemented method of correcting a timing failure of a network of conductors and repowering structures in an integrated circuit design using a reinforcement learning agent. The reinforcement learning agent comprises a neural network. The method comprises: receiving a graph comprising nodes and edges that encodes said network of conductors and repowering structures; and receiving a modification recommendation from said reinforcement learning agent in response to inputting said graph into said reinforcement learning agent.