Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation.
Jian PengBo TangHao JiangZhuo LiYinjie LeiTao LinHaifeng LiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- long term
- hebbian learning
- learning rules
- neuron model
- spiking neural networks
- single neuron
- short term
- spiking neurons
- neural network
- network architecture
- synaptic plasticity
- primary visual cortex
- pruning method
- feed forward
- sensory inputs
- biologically inspired
- biologically plausible
- incremental learning
- search space
- fuzzy cognitive maps
- tree pruning
- spike trains
- artificial neural
- pruning algorithm
- pruning algorithms
- neural model
- artificial neural networks
- synaptic weights
- nonlinear predictive control
- recurrent neural networks
- multi agent
- tree construction
- bio inspired
- associative memory
- reinforcement learning
- neural information processing
- genetic algorithm