Automatic topology optimization of echo state network based on particle swarm optimization
Yu Xue, Qi Zhang, Adam Słowik
Topics & Concepts
Computer scienceReservoir computingEcho state networkBenchmark (surveying)Particle swarm optimizationNetwork topologyTime seriesArtificial intelligenceTopology optimizationSeries (stratigraphy)Stability (learning theory)Topology (electrical circuits)AlgorithmMachine learningRecurrent neural networkArtificial neural networkPaleontologyGeodesyBiologyThermodynamicsCombinatoricsFinite element methodPhysicsOperating systemMathematicsGeographyNeural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingNeural Networks and Applications