A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

deep-learning artificial-neural-networks replay incremental-learning variational-autoencoder lifelong-learning distillation brain-inspired continual-learning elastic-weight-consolidation replay-through-feedback split-mnist generative-replay permuted-mnist split-cifar100 internal-replay synaptic-intelligence

• Updated Jul 6, 2023
• Python

🧠 Explore notebook codes for the Deep Learning course at Sapienza Università di Roma, enhancing your understanding of applied AI techniques.

nlp deep-neural-networks computer-vision word-embeddings recurrent-neural-networks neural-networks replay skipgram incremental-learning variational-autoencoder lifelong-learning ordinal-classification elastic-weight-consolidation replay-through-feedback generative-replay permuted-mnist split-cifar100 internal-replay

• Updated Nov 13, 2025