**arXiv ID:** 1906.02568 **Authors:** Felix Wiewel, Bin Yang **Published:** 2019-06-06T13:18:03Z **Abstract:** Artificial neural networks (ANNs) suffer from catastrophic forgetting when trained on a sequence of tasks. While this phenomenon was studied in the past, there is only very limited recent research on this phenomenon. We propose a method for determining the contribution of individual parameters in an ANN to catastrophic forgetting. The method is used to analyze an ANNs response to thr...
Scanned 9/11/2026
Install to Claude Code
Skills Directorynpx -y skills add hiyenwong/ai_collection --skill localizing-catastrophic-forgetting-in-neural-networks --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Localizing Catastrophic Forgetting In Neural Networks?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/hiyenwong-localizing-catastrophic-forgetting-in-neural-netwo)More formats (shields.io, HTML) on the badges page.
# Localizing Catastrophic Forgetting in Neural Networks
**arXiv ID:** 1906.02568
**Authors:** Felix Wiewel, Bin Yang
**Published:** 2019-06-06T13:18:03Z
**Abstract:**
Artificial neural networks (ANNs) suffer from catastrophic forgetting when trained on a sequence of tasks. While this phenomenon was studied in the past, there is only very limited recent research on this phenomenon. We propose a method for determining the contribution of individual parameters in an ANN to catastrophic forgetting. The method is used to analyze an ANNs response to three different continual learning scenarios.
## Skill Description
This skill is generated from the arXiv paper: Localizing Catastrophic Forgetting in Neural Networks (1906.02568).
## How to Use
[To be filled in by the user or by future automation]
## References
- [arXiv:1906.02568](http://arxiv.org/abs/1906.02568v1)
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
