An Analytical Estimation of Spiking Neural Networks Energy Efficiency
Edgar Lemaire, Loïc Cordone, Andréa Castagnetti, Pierre-Emmanuel Novac, Jonathan Courtois, Benoît Miramond
Topics & Concepts
Computer scienceSpiking neural networkArtificial neural networkMetric (unit)Energy consumptionArtificial intelligenceEnergy (signal processing)Power consumptionEvent (particle physics)Efficient energy usePower (physics)Machine learningPhysicsEconomicsQuantum mechanicsElectrical engineeringEcologyMathematicsOperations managementEngineeringStatisticsBiologyAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesNeural dynamics and brain function