Training Deep Spiking Auto-encoders without Bursting or Dying Neurons through Regularization.
Justus F. HübotterPablo LanillosJakub M. TomczakPublished in: CoRR (2021)
Keyphrases
- neuron model
- spiking neural networks
- single neuron
- spike trains
- spiking neurons
- neural network
- learning rules
- hodgkin huxley
- early stopping
- feed forward
- neural network structure
- training algorithm
- feed forward neural networks
- neural models
- training process
- hebbian learning
- multi layer perceptron
- feedforward neural networks
- neural model
- bio inspired
- video compression
- training set
- multilayer neural network
- feature space
- online learning
- support vector
- artificial neural networks
- fine tuned
- active learning
- training samples
- activation function
- associative memory