Investigating Current-Based and Gating Approaches for Accurate and Energy-Efficient Spiking Recurrent Neural Networks
Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
Topics & Concepts
Computer scienceSpiking neural networkSpike (software development)Artificial neural networkArtificial intelligenceEnergy (signal processing)ComputationRecurrent neural networkEfficient energy usePattern recognition (psychology)AlgorithmStatisticsEngineeringElectrical engineeringMathematicsSoftware engineeringAdvanced Memory and Neural ComputingNeural dynamics and brain functionNeural Networks and Reservoir Computing