An analysis of the use of Hebbian and Anti-Hebbian spike time dependent plasticity learning functions within the context of recurrent spiking neural networks.
Andrew CarnellPublished in: Neurocomputing (2009)
Keyphrases
- spiking neural networks
- learning rules
- biologically inspired
- hebbian learning
- spiking neurons
- biologically plausible
- feed forward
- neural network
- synaptic plasticity
- synaptic weights
- motor control
- learning mechanism
- learning algorithm
- learning process
- learning systems
- learning scheme
- machine learning
- receptive fields
- artificial neural networks
- learning mechanisms
- biological systems
- neural nets
- active learning