On-device training and pruning for energy saving and continuous learning in resource-constrained MCUs
Pietro Fusco, Gennaro Pio Rimoli, Antonio Guerriero, F. Palmieri, Massimo Ficco
Topics & Concepts
Computer sciencePruningMicrocontrollerArtificial intelligenceMachine learningArtificial neural networkLow latency (capital markets)DiscriminatorDeep learningEdge deviceRetrainingEnergy consumptionEnergy (signal processing)Embedded systemLearning curveUploadInferenceResource (disambiguation)AutomationServerLatency (audio)ObstacleWearable technologyWearable computerEfficient energy useEdge computingPower (physics)Computer engineeringEnhanced Data Rates for GSM EvolutionContinuous monitoringInstrumentation (computer programming)Real-time computingNetworking hardwareWeightingSupervised learningIoT and Edge/Fog ComputingModular Robots and Swarm IntelligenceContext-Aware Activity Recognition Systems