Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines
Yan Zhou, Yaochu Jin, Jinliang Ding
Topics & Concepts
Computer scienceArtificial intelligenceBayesian optimizationHyperparameterMachine learningCMA-ESArtificial neural networkEvolutionary algorithmSurrogate modelGaussian processSpiking neural networkEvolution strategyGaussianQuantum mechanicsPhysicsAdvanced Memory and Neural ComputingNeural Networks and Reservoir ComputingNeural dynamics and brain function