2011 · 20 citations · 6 references
EngineeringAdvanced ComputingVlsi ProcessorsHardware AlgorithmComputer ArchitectureNew GenerationHigh-energy AcceleratorsFast Track ProcessorData ScienceHigh-performance ArchitectureParallel ComputingMachine VisionOnline TrackComputer EngineeringComputer ScienceDeep LearningFpga DesignHardware AccelerationAssociative Memory DesignMany-core ArchitectureDomain-specific AcceleratorParallel Programming
We propose a new generation of VLSI processors for pattern recognition, based on associative memory architecture, optimized for online track finding in high-energy physics experiments. We describe the architecture, the technology studies and the prototype design of a new associative memory project: it maximizes the pattern density on the ASIC, minimizes the power consumption and improves the functionality for the fast tracker processor proposed to upgrade the ATLAS trigger at LHC.
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A new variable-resolution Associative Memory for high energy physics
A. Annovi, S. Amerio, M. Beretta et al. · 2011 · 20 citations · Full text