Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines.
Yan ZhouYaochu JinJinliang DingPublished in: Neurocomputing (2020)
Keyphrases
- evolutionary search
- state machines
- neural architectures
- neural models
- spiking neural networks
- evolutionary algorithm
- bio inspired
- state machine
- recurrent networks
- feed forward
- biologically inspired
- fitness function
- recurrent neural networks
- petri net
- neural network model
- neural network
- genetic algorithm
- artificial neural networks
- neural model
- search procedure
- feature selection
- mathematical model
- optimization problems
- sequence diagrams
- evolutionary computation
- simulated annealing
- multi objective
- premature convergence
- evolutionary process
- biologically plausible
- search space
- learning rules
- swarm intelligence
- spike trains
- differential evolution
- reactive systems
- learning algorithm
- machine learning
- expert systems
- training algorithm
- genetic programming