PC-SNN: Supervised Learning with Local Hebbian Synaptic Plasticity based on Predictive Coding in Spiking Neural Networks.
Mengting LanXiaogang XiongZixuan JiangYunjiang LouPublished in: CoRR (2022)
Keyphrases
- synaptic plasticity
- spiking neural networks
- supervised learning
- training algorithm
- biologically inspired
- hebbian learning
- learning rules
- biologically plausible
- nearest neighbor
- feed forward
- learning algorithm
- artificial neural networks
- back propagation
- spiking neurons
- training data
- neural network
- training set
- active learning
- machine learning
- motor control
- unlabeled data
- synaptic weights
- semi supervised
- receptive fields
- learning rate
- data sets
- feature space
- video sequences
- visual cortex
- multiscale
- training process
- decision trees
- class labels
- labeled data