Name
Title | ||
|---|---|---|
Memory Recall: A Simple Neural Network Training Framework Against Catastrophic Forgetting |
Abstract | ||
|---|---|---|
It is widely acknowledged that biological intelligence is capable of learning continually without forgetting previously learned skills. Unfortunately, it has been widely observed that many artificial intelligence techniques, especially (deep) neural network (NN)-based ones, suffer from catastrophic forgetting problem, which severely forgets previous tasks when learning a new one. How to train NNs ... |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1109/TNNLS.2021.3099700 | IEEE Transactions on Neural Networks and Learning Systems |
Keywords | DocType | Volume |
Task analysis,Training,Artificial neural networks,Thermal stability,Memory modules,Biological neural networks,Supervised learning | Journal | 33 |
Issue | ISSN | Citations |
5 | 2162-237X | 0 |
PageRank | References | Authors |
0.34 | 0 | 6 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Baosheng Zhang | 1 | 0 | 0.34 |
| Yuchen Guo | 2 | 710 | 35.96 |
| yipeng li | 3 | 39 | 4.90 |
| Yuwei He | 4 | 0 | 0.34 |
| Wang H | 5 | 71 | 29.35 |
| Qionghai Dai | 6 | 3904 | 215.66 |