Machine learning evaluation in the Global Event Processor FPGA for the ATLAS trigger upgrade
Jiang Z, Carlson B, Deiana A, Eastlack J, Hauck S, Hsu S, Narayan R, Parajuli S, Yin D, Zuo B. Machine learning evaluation in the Global Event Processor FPGA for the ATLAS trigger upgrade. Journal Of Instrumentation 2024, 19: p05031. DOI: 10.1088/1748-0221/19/05/p05031.Peer-Reviewed Original ResearchProcessing tasksMachine learningComplexity of algorithm designIndividuals process tasksSignal processing tasksVolume of dataReal-time processingMachine learning algorithmsMachine learning evaluationLearning algorithmsOverall latencyFiltering decisionsFiltering taskATLAS experimentAlgorithm designEvent processorProcessing platformHigh energy physics applicationsFPGALarge Hadron ColliderAlgorithmResource utilizationMachineTaskHadron Collider
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