Prevention of catastrophic interference and imposing active forgetting with generative methods

Author:

Sukhov SergeyORCID,Leontev Mikhail,Miheev Alexander,Sviatov Kirill

Funder

Russian Foundation for Basic Research

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference101 articles.

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2. Catastrophic interference in connectionist networks: the sequential learning problem;McCloskey;Psychol. Learn. Motiv. Adv. Res. Theory.,1989

3. Lifelong machine learning systems: beyond learning algorithms;Silver;AAAI Spring Symp. Lifelong Mach. Learn.,2013

4. Neural networks for continuous online learning and control;Choy;IEEE Trans. Neural Netw.,2006

5. I.J. Goodfellow, M. Mirza, D. Xiao, A. Courville, Y. Bengio, An empirical investigation of catastrophic forgetting in gradient-based neural networks, ArXiv Prepr. ArXiv:1312.6211. (2013).

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