q-Neurons: Neuron Activations Based on Stochastic Jackson's Derivative Operators.
Frank NielsenKe SunPublished in: IEEE Trans. Neural Networks Learn. Syst. (2021)
Keyphrases
- neural network
- neuron model
- single neuron
- neural model
- neural models
- synaptic plasticity
- spike trains
- activation function
- spiking neurons
- hodgkin huxley
- associative memory
- stochastic resonance
- stochastic optimization
- morphological operators
- spiking neural networks
- biologically plausible
- stochastic model
- control algorithm
- input patterns
- synaptic weights
- learning algorithm
- markov processes
- feed forward
- artificial neural networks
- visual cortex
- queueing networks
- learning rules
- hidden layer
- recurrent neural networks
- gaussian function
- neural network model
- monte carlo
- data analysis
- reinforcement learning