An Online Supervised Learning Algorithm Based on Spike Train Kernel for Spiking Neurons.

Liu Yang Xianghong Lin Yuan Zhao Xiangwen Wang Xianrun He Yaohui Zou

Published in: CCWC (2024)

Keyphrases

spiking neurons
learning algorithm
spike trains
neuron model
supervised learning
machine learning

biologically plausible
single neuron
feed forward
kernel function
spiking neural networks
semi supervised

back propagation
learning rate
biologically inspired
hebbian learning
training data
visual processing

learning scheme
feed forward neural networks
input patterns
support vector
fuzzy logic