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FPGA acceleration on a multi-layer perceptron neural network for digit recognition

Isaac Westby, Xiaokun Yang, Tao Liu, Hailu Xu

2021The Journal of Supercomputing49 citationsDOI

Topics & Concepts

Field-programmable gate arrayComputer scienceVerilogSpeedupArtificial neural networkPerceptronMultilayer perceptronHardware accelerationSigmoid functionScalabilityConvolutional neural networkAccelerationHardware description languageComputer hardwareEmbedded systemComputer architectureParallel computingArtificial intelligenceOperating systemClassical mechanicsPhysicsNeural Networks and ApplicationsAdvanced Memory and Neural ComputingVLSI and Analog Circuit Testing
FPGA acceleration on a multi-layer perceptron neural network for digit recognition | Litcius