Beyond Weights: Deep learning in Spiking Neural Networks with pure synaptic-delay training.
Edoardo W. GrappoliniAnand SubramoneyPublished in: ICONS (2023)
Keyphrases
- spiking neural networks
- deep learning
- training algorithm
- deep architectures
- biologically inspired
- spiking neurons
- learning rules
- unsupervised learning
- feed forward
- neural network
- synaptic weights
- hebbian learning
- biologically plausible
- machine learning
- motor control
- training process
- mental models
- artificial neural networks
- receptive fields
- supervised learning
- support vector machine
- model selection
- image classification
- dimensionality reduction
- computer vision