Online Supervised Learning for Hardware-Based Multilayer Spiking Neural Networks Through the Modulation of Weight-Dependent Spike-Timing-Dependent Plasticity.
Nan ZhengPinaki MazumderPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- spiking neural networks
- supervised learning
- biologically inspired
- biologically plausible
- feed forward
- learning rules
- synaptic plasticity
- real time
- spiking neurons
- artificial neural networks
- online learning
- neural network
- synaptic weights
- reinforcement learning
- learning algorithm
- active learning
- multiscale
- training data
- training set
- machine learning
- motor control