Constructing energy-efficient mixed-precision neural networks through principal component analysis for edge intelligence
Indranil Chakraborty, Deboleena Roy, Isha Garg, Aayush Ankit, Kaushik Roy
Topics & Concepts
Computer scienceArtificial neural networkQuantization (signal processing)Enhanced Data Rates for GSM EvolutionPrincipal component analysisArtificial intelligenceEdge computingBinary numberEfficient energy useEdge deviceComponent (thermodynamics)Computer engineeringMachine learningDistributed computingAlgorithmCloud computingEngineeringOperating systemMathematicsArithmeticPhysicsElectrical engineeringThermodynamicsAdvanced Neural Network ApplicationsMachine Learning and ELMBrain Tumor Detection and Classification