P-SFA: Probability based Sigmoid Function Approximation for Low-complexity Hardware Implementation
Linyu Wei, Jueping Cai, Vantruong Nguyen, Jie Chu, Kailin Wen
Topics & Concepts
Sigmoid functionMNIST databaseComputer scienceField-programmable gate arrayFunction (biology)Rectifier (neural networks)PiecewiseActivation functionAlgorithmPiecewise linear functionProbability distributionArtificial neural networkArtificial intelligenceComputer hardwareMathematicsStatisticsMathematical analysisRecurrent neural networkStochastic neural networkEvolutionary biologyBiologyHandwritten Text Recognition TechniquesImage and Object Detection TechniquesImage and Video Stabilization