Synaptic redistribution and variability of signal release probability of Hebbian neurons at low-firing frequencies in a dynamic stochastic neural network.
Subha Danushika FernandoKoichi YamadaPublished in: Artif. Life Robotics (2013)
Keyphrases
- synaptic weights
- neural network
- learning rules
- single neuron
- synaptic plasticity
- neural network model
- artificial neural networks
- input patterns
- biologically plausible
- hebbian learning
- spiking neurons
- input pattern
- neuron model
- connection weights
- associative memory
- feed forward
- spiking neural networks
- biologically inspired
- frequency spectrum
- hidden layer
- high frequency
- signal processing
- probability distribution
- multilayer perceptron
- frequency domain
- back propagation
- non stationary
- dynamic environments
- hopfield neural network
- neural model
- low signal to noise ratio
- control algorithm
- recurrent neural networks
- wavelet transform
- jump diffusion process