A Supervised Learning Algorithm for Spiking Neurons Using Spike Train Kernel Based on a Unit of Pair-Spike.
Guojun ChenGuoen WangPublished in: IEEE Access (2020)
Keyphrases
- spiking neurons
- learning algorithm
- spike trains
- action potentials
- neuron model
- supervised learning
- single neuron
- machine learning
- active learning
- pairwise
- learning scheme
- feed forward
- learning rate
- back propagation
- spiking neural networks
- training data
- reinforcement learning
- support vector machine
- support vector
- pso algorithm
- control system