Efficiency analysis of artificial vs. Spiking Neural Networks on FPGAs
Zhuoer Li, Edgar Lemaire, Nassim Abderrahmane, Sébastien Bilavarn, Benoît Miramond
Topics & Concepts
Spiking neural networkNeuromorphic engineeringComputer scienceConvolutional neural networkScalabilitySpike (software development)Efficient energy useComputer architectureField-programmable gate arrayArtificial neural networkArtificial intelligenceEnergy consumptionComputer engineeringEmbedded systemEngineeringElectrical engineeringSoftware engineeringDatabaseBiologyEcologyAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesNeuroscience and Neural Engineering